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source/APT-Hunter.py
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import traceback
import logging
from lib.Banner import *
import argparse
import pandas as pd
import lib.EvtxDetection as EvtxDetection
import lib.O365Hunter as O365Hunter
import lib.CSVDetection as CSVDetection
import lib.EvtxHunt as EvtxHunt
import lib.SigmaHunter as SigmaHunter
from evtx import PyEvtxParser
from sys import exit
from pytz import timezone
from dateutil import tz
import glob
import os
import re
from pathlib import Path as libPath
from datetime import datetime
import dateutil.parser
import multiprocessing
import time
import pickle
import platform
timestart=None
timeend=None
Output=""
Path=""
Security_path=""
system_path=""
scheduledtask_path=""
defender_path=""
powershell_path=""
powershellop_path=""
terminal_path=""
temp_dir="temp"
winrm_path=""
sysmon_path=""
objectaccess=False
processexec=False
logons=False
frequencyanalysis=False
allreport=False
Security_path_list=[]
system_path_list=[]
scheduledtask_path_list=[]
defender_path_list=[]
powershell_path_list=[]
powershellop_path_list=[]
terminal_path_list=[]
terminal_Client_path_list=[]
winrm_path_list=[]
sysmon_path_list=[]
group_policy_path_list=[]
SMB_SERVER_path_list=[]
SMB_CLIENT_path_list=[]
UserProfile_path_list=[]
RDPClient_Resolved_User=[]
WinRM_Resolved_User=[]
input_timezone=tz.tzlocal()
CPU_Core=0
Logon_Events=[{'Date and Time':[],'timestamp':[],'Event ID':[],'Account Name':[],'Account Domain':[],'Logon Type':[],'Logon Process':[],'Source IP':[],'Workstation Name':[],'Computer Name':[],'Channel':[],'Original Event Log':[]}]
Executed_Powershell_Summary=[{'Command': [], 'Number of Execution': []}]
Executed_Process_Summary=[{'Process Name':[],'Number of Execution':[]}]
TerminalServices_Summary=[{'User':[],'Number of Logins':[]}]
Security_Authentication_Summary=[{'User':[],'Number of Failed Logins':[],'Number of Successful Logins':[]}]
Sysmon_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
WinRM_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'UserID':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
Security_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
System_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Service Name':[],'Image Path':[],'Event Description':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
ScheduledTask_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Schedule Task Name':[],'Image Path':[],'Event Description':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
Powershell_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
Powershell_Operational_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
TerminalServices_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'User':[],'Source IP':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
TerminalServices_RDPClient_events=[{'Date and Time': [], 'timestamp': [], 'Detection Rule': [], 'Severity': [], 'Detection Domain': [],'Event Description': [], 'Event ID': [], 'UserID': [], 'Source IP': [], 'Computer Name': [], 'Channel': [],'Original Event Log': []}]
Windows_Defender_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
Timesketch_events=[{'message':[],'timestamp':[],'datetime':[],'timestamp_desc':[],'Event Description':[],'Severity':[],'Detection Domain':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
Object_Access_Events=[{'Date and Time':[],'timestamp':[],'Event ID':[],'Account Name':[],'Account Domain':[],'Object Name':[],'Object Type':[],'Process Name':[],'Computer Name':[],'Channel':[],'Original Event Log':[]}]
Group_Policy_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Group Policy Name':[],'Policy Extension Name':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
Executed_Process_Events=[{'DateTime':[],'timestamp':[],'EventID':[],'ProcessName':[],'User':[],'ParentProcessName':[],'RawLog':[]}]
SMB_Server_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Client Address':[],'UserName':[],'Share Name':[],'File Name':[],'Event ID':[],'Computer Name':[],'Channel':[],'Original Event Log':[]}]
SMB_Client_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Share Name':[],'File Name':[],'Event ID':[],'Computer Name':[],'Channel':[],'Original Event Log':[]}]
User_SIDs = {'User': [], 'SID': []}
Frequency_Analysis_Security={}
Frequency_Analysis_Security={}
Frequency_Analysis_Windows_Defender={}
Frequency_Analysis_SMB_Client={}
Frequency_Analysis_Group_Policy={}
Frequency_Analysis_Powershell_Operational={}
Frequency_Analysis_Powershell={}
Frequency_Analysis_ScheduledTask={}
Frequency_Analysis_WinRM={}
Frequency_Analysis_System={}
Frequency_Analysis_Sysmon={}
Frequency_Analysis_SMB_Server={}
Frequency_Analysis_TerminalServices={}
def evtxdetect_auto():
global timestart,timeend,logons,Output,allreport,SMB_Server_events,User_SIDs,SMB_Client_events,TerminalServices_RDPClient_events,Frequency_Analysis_TerminalServices,Executed_Process_Events,Group_Policy_events,Object_Access_Events,input_timezone,Logon_Events,Executed_Process_Summary,TerminalServices_Summary,Security_Authentication_Summary,Sysmon_events,WinRM_events,Security_events,System_events,ScheduledTask_events,Powershell_events,Powershell_Operational_events,TerminalServices_events,Windows_Defender_events,Timesketch_events,TerminalServices_Summary,Security_Authentication_Summary,Executed_Powershell_Summary
process_list = []
try:
#print(Security_path)
userprofile=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (UserProfile_path_list,EvtxDetection.detect_events_UserProfileService_log,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core))
userprofile.start()
process_list.append(userprofile)
except IOError :
print("Error Analyzing User Profile logs: ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing User Profile logs")
logging.error(traceback.format_exc())
try:
#print(Security_path)
sec=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (Security_path_list,EvtxDetection.detect_events_security_log,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core,temp_dir))
sec.start()
process_list.append(sec)
except IOError :
print("Error Analyzing Security logs: ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Security logs")
logging.error(traceback.format_exc())
try:
#EvtxDetection.multiprocess(system_path_list,EvtxDetection.detect_events_system_log,input_timezone,timestart,timeend)
sys=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (system_path_list,EvtxDetection.detect_events_system_log,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core,temp_dir))
sys.start()
process_list.append(sys)
except IOError :
print("Error Analyzing System logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing System logs ")
logging.error(traceback.format_exc())
try :
#EvtxDetection.multiprocess(powershellop_path_list,EvtxDetection.detect_events_powershell_operational_log,input_timezone,timestart,timeend)
pwshop=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (powershellop_path_list,EvtxDetection.detect_events_powershell_operational_log,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core,temp_dir))
pwshop.start()
process_list.append(pwshop)
except IOError :
print("Error Analyzing Powershell Operational logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Powershell Operational logs ")
logging.error(traceback.format_exc())
try :
#EvtxDetection.multiprocess(powershell_path_list,EvtxDetection.detect_events_powershell_log,input_timezone,timestart,timeend)
pwsh=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (powershell_path_list,EvtxDetection.detect_events_powershell_log,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core,temp_dir))
pwsh.start()
process_list.append(pwsh)
except IOError :
print("Error Analyzing Powershell logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Powershell logs ")
logging.error(traceback.format_exc())
try :
#EvtxDetection.multiprocess(terminal_path_list,EvtxDetection.detect_events_TerminalServices_LocalSessionManager_log,input_timezone,timestart,timeend)
terminal=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (terminal_path_list,EvtxDetection.detect_events_TerminalServices_LocalSessionManager_log,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core,temp_dir))
terminal.start()
process_list.append(terminal)
except IOError :
print("Error Analyzing TerminalServices LocalSessionManager logs: ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing TerminalServices LocalSessionManager logs")
logging.error(traceback.format_exc())
try :
#EvtxDetection.multiprocess(terminal_path_list,EvtxDetection.detect_events_TerminalServices_LocalSessionManager_log,input_timezone,timestart,timeend)
terminal_client=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (terminal_Client_path_list,EvtxDetection.detect_events_TerminalServices_RDPClient_log,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core,temp_dir))
terminal_client.start()
process_list.append(terminal_client)
except IOError :
print("Error Analyzing TerminalServices RDP Client logs: ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing TerminalServices RDP Client logs")
logging.error(traceback.format_exc())
try:
#EvtxDetection.multiprocess(scheduledtask_path_list,EvtxDetection.detect_events_scheduled_task_log,input_timezone,timestart,timeend)
scheduled=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (scheduledtask_path_list,EvtxDetection.detect_events_scheduled_task_log,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core,temp_dir))
scheduled.start()
process_list.append(scheduled)
except IOError :
print("Error Analyzing Scheduled Task logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Scheduled Task logs ")
logging.error(traceback.format_exc())
try:
#EvtxDetection.multiprocess(defender_path_list,EvtxDetection.detect_events_windows_defender_log,input_timezone,timestart,timeend)
defen=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (defender_path_list,EvtxDetection.detect_events_windows_defender_log,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core,temp_dir))
defen.start()
process_list.append(defen)
except IOError :
print("Error Analyzing Windows Defender logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Windows Defender logs ")
logging.error(traceback.format_exc())
try:
#EvtxDetection.multiprocess(winrm_path_list,EvtxDetection.detect_events_Microsoft_Windows_WinRM,input_timezone,timestart,timeend)
winrm=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (winrm_path_list,EvtxDetection.detect_events_Microsoft_Windows_WinRM,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core,temp_dir))
winrm.start()
process_list.append(winrm)
except IOError :
print("Error Analyzing WinRM logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing WinRM logs ")
logging.error(traceback.format_exc())
try:
#EvtxDetection.multiprocess(sysmon_path_list,EvtxDetection.detect_events_Sysmon_log,input_timezone,timestart,timeend)
sysmon=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (sysmon_path_list,EvtxDetection.detect_events_Sysmon_log,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core,temp_dir))
sysmon.start()
process_list.append(sysmon)
except IOError :
print("Error Analyzing Sysmon logs ")
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Sysmon logs ")
logging.error(traceback.format_exc())
try:
#EvtxDetection.multiprocess(group_policy_path_list,EvtxDetection.detect_events_group_policy_log,input_timezone,timestart,timeend)
gp=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (group_policy_path_list,EvtxDetection.detect_events_group_policy_log,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core,temp_dir))
gp.start()
process_list.append(gp)
except IOError :
print("Error Analyzing Group Policy logs ")
print("File Path Does Not Exist")
#except Exception as e:
# print("Error Analyzing Group Policy logs ")
# logging.error(traceback.format_exc())
try:
#EvtxDetection.multiprocess(SMB_SERVER_path_list,EvtxDetection.detect_events_SMB_Server_log,input_timezone,timestart,timeend)
smbserv=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (SMB_SERVER_path_list,EvtxDetection.detect_events_SMB_Server_log,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core,temp_dir))
smbserv.start()
process_list.append(smbserv)
except IOError :
print("Error Analyzing SMB Server logs ")
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Group Policy logs ")
logging.error(traceback.format_exc())
try:
#EvtxDetection.multiprocess(SMB_CLIENT_path_list,EvtxDetection.detect_events_SMB_Client_log,input_timezone,timestart,timeend)
smbcli=multiprocessing.Process(target= EvtxDetection.multiprocess, args = (SMB_CLIENT_path_list,EvtxDetection.detect_events_SMB_Client_log,input_timezone,timestart,timeend,objectaccess,processexec,logons,frequencyanalysis,allreport,Output,CPU_Core,temp_dir))
smbcli.start()
process_list.append(smbcli)
except IOError :
print("Error Analyzing SMB Client logs ")
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Group Policy logs ")
logging.error(traceback.format_exc())
for process in process_list:
process.join()
print("preparing results")
Sysmon_events = EvtxDetection.Sysmon_events
WinRM_events =EvtxDetection.WinRM_events
Security_events =EvtxDetection.Security_events
System_events =EvtxDetection.System_events
ScheduledTask_events =EvtxDetection.ScheduledTask_events
Powershell_events =EvtxDetection.Powershell_events
Powershell_Operational_events =EvtxDetection.Powershell_Operational_events
TerminalServices_events =EvtxDetection.TerminalServices_events
TerminalServices_RDPClient_events =EvtxDetection.TerminalServices_RDPClient_events
Windows_Defender_events =EvtxDetection.Windows_Defender_events
Timesketch_events =EvtxDetection.Timesketch_events
TerminalServices_Summary=EvtxDetection.TerminalServices_Summary
Executed_Process_Summary=EvtxDetection.Executed_Process_Summary
Executed_Powershell_Summary=EvtxDetection.Executed_Powershell_Summary
Security_Authentication_Summary =EvtxDetection.Security_Authentication_Summary
Logon_Events =EvtxDetection.Logon_Events
Object_Access_Events=EvtxDetection.Object_Access_Events
Group_Policy_events=EvtxDetection.Group_Policy_events
Executed_Process_Events=EvtxDetection.Executed_Process_Events
SMB_Server_events=EvtxDetection.SMB_Server_events
SMB_Client_events=EvtxDetection.SMB_Client_events
Frequency_Analysis_Security=EvtxDetection.Frequency_Analysis_Security
Frequency_Analysis_Windows_Defender=EvtxDetection.Frequency_Analysis_Windows_Defender
Frequency_Analysis_SMB_Client=EvtxDetection.Frequency_Analysis_SMB_Client
Frequency_Analysis_Group_Policy=EvtxDetection.Frequency_Analysis_Group_Policy
Frequency_Analysis_Powershell_Operational=EvtxDetection.Frequency_Analysis_Powershell_Operational
Frequency_Analysis_Powershell=EvtxDetection.Frequency_Analysis_Powershell
Frequency_Analysis_ScheduledTask=EvtxDetection.Frequency_Analysis_ScheduledTask
Frequency_Analysis_WinRM=EvtxDetection.Frequency_Analysis_WinRM
Frequency_Analysis_System=EvtxDetection.Frequency_Analysis_System
Frequency_Analysis_Sysmon=EvtxDetection.Frequency_Analysis_Sysmon
Frequency_Analysis_SMB_Server=EvtxDetection.Frequency_Analysis_SMB_Server
Frequency_Analysis_TerminalServices=EvtxDetection.Frequency_Analysis_TerminalServices
if os.path.exists(temp_dir + "_User_SIDs_report.csv"):
#User_SIDs = pd.DataFrame(pd.read_csv(temp_dir + "_User_SIDs_report.csv"))
User_SIDs = pd.DataFrame(pd.read_csv(temp_dir + "_User_SIDs_report.csv")).to_dict(orient='list')
else:
print(f"{temp_dir + '_User_SIDs_report.csv'} does not exist.")
#User_SIDs = pd.DataFrame(User_SIDs)
#User_SIDs=EvtxDetection.User_SIDs
resolveSID()
def auto_detect(path):
global input_timezone
EventID_rex = re.compile('<EventID.*>(.*)<\/EventID>', re.IGNORECASE)
Channel_rex = re.compile('<Channel.*>(.*)<\/Channel>', re.IGNORECASE)
Computer_rex = re.compile('<Computer.*>(.*)<\/Computer>', re.IGNORECASE)
if os.path.isdir(path):
files=list(libPath(path).rglob("*.[eE][vV][tT][xX]"))
#files=glob.glob(path+"/**/"+"*.evtx")
elif os.path.isfile(path):
files=glob.glob(path)
else:
print("Issue with the path" )
return
#print("hunting ( %s ) in files ( %s )"%(str_regex,files))
#user_string = input('please enter a string to convert to regex: ')
for file in files:
file=str(file)
print("Analyzing "+file)
try:
parser = PyEvtxParser(file)
except:
print("Issue analyzing "+file +"\nplease check if its not corrupted")
continue
try:
for record in parser.records():
Channel = Channel_rex.findall(record['data'])
if Channel[0].strip()=="Security":
Security_path_list.append(file)
break
if Channel[0].strip()=="System":
system_path_list.append(file)
break
if Channel[0].strip()=="Windows PowerShell":
powershell_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-PowerShell/Operational":
powershellop_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-TerminalServices-LocalSessionManager/Operational":
terminal_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-TaskScheduler/Operational":
scheduledtask_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-Windows Defender/Operational":
defender_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-WinRM/Operational":
winrm_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-Sysmon/Operational":
sysmon_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-GroupPolicy/Operational":
group_policy_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-SMBServer/Operational":
SMB_SERVER_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-SmbClient/Security":
SMB_CLIENT_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-User Profile Service/Operational":
UserProfile_path_list.append(file)
#print("file added")
break
if Channel[0].strip()=="Microsoft-Windows-TerminalServices-RDPClient/Operational":
terminal_Client_path_list.append(file)
#print("file added")
break
break
except:
print("issue assigning path")
evtxdetect_auto()
def threat_hunt(path,str_regex,eid,hunt_file):
global timestart,timeend,input_timezone, Output
import os
regex_file=[]
#try:
if 1==1:
if hunt_file is not None:
if os.path.isfile(hunt_file):
print(regex_file)
regex_file=open(hunt_file).read().split("\n")
regex_file.remove('')
print(regex_file)
else:
print("Issue with the hunt file path" )
return
if os.path.isdir(path):
files=list(libPath(path).rglob("*.[eE][vV][tT][xX]"))
elif os.path.isfile(path):
files=glob.glob(path)
else:
print("Issue with the path" )
return
#user_string = input('please enter a string to convert to regex: ')
if str_regex is not None:
regex=[str_regex]
elif str_regex is None and len(regex_file)>0:
regex=regex_file
print("hunting ( %s ) in files ( %s )"%(regex,files))
EvtxHunt.Evtx_hunt(files,regex,eid,input_timezone,Output,timestart,timeend)
#except Exception as e:
# print("Error in hunting module ")
def report():
global Output,User_SIDs
timesketch=Output+"_TimeSketch.csv"
Report=Output+"_Report.xlsx"
LogonEvents=Output+"_Logon_Events.csv"
ObjectAccess=Output+"_Object_Access_Events.csv"
ProcessEvents=Output+"_Process_Execution_Events.csv"
Collected_SIDs=Output+"_Collected_SIDs.csv"
print("preparing report")
if os.path.exists(temp_dir + "_User_SIDs_report.csv"):
User_SIDs = pd.DataFrame(pd.read_csv(temp_dir + "_User_SIDs_report.csv"))
else:
print(f"{temp_dir + '_User_SIDs_report.csv'} does not exist.")
User_SIDs = pd.DataFrame(User_SIDs)
if os.path.exists(temp_dir + "_Sysmon_report.csv"):
Sysmon = pd.DataFrame(pd.read_csv(temp_dir + "_Sysmon_report.csv"))
else:
print(f"{temp_dir + '_Sysmon_report.csv'} does not exist.")
Sysmon = pd.DataFrame(Sysmon_events[0])
if os.path.exists(temp_dir + "_System_report.csv"):
System = pd.DataFrame(pd.read_csv(temp_dir + "_System_report.csv"))
else:
print(f"{temp_dir + '_System_report.csv'} does not exist.")
System = pd.DataFrame(System_events[0])
if os.path.exists(temp_dir + "_Powershell_report.csv"):
Powershell = pd.DataFrame(pd.read_csv(temp_dir + "_Powershell_report.csv"))
else:
print(f"{temp_dir + '_Powershell_report.csv'} does not exist.")
Powershell = pd.DataFrame(Powershell_events[0])
if os.path.exists(temp_dir + "_Powershell_Operational_report.csv"):
Powershell_Operational = pd.DataFrame(pd.read_csv(temp_dir + "_Powershell_Operational_report.csv"))
else:
print(f"{temp_dir + '_Powershell_Operational_report.csv'} does not exist.")
Powershell_Operational = pd.DataFrame(Powershell_Operational_events[0])
if os.path.exists(temp_dir + "_Security_report.csv"):
Security = pd.DataFrame(pd.read_csv(temp_dir + "_Security_report.csv"))
else:
print(f"{temp_dir + '_Security_report.csv'} does not exist.")
Security = pd.DataFrame(Security_events[0])
if os.path.exists(temp_dir + "_TerminalServices_report.csv"):
TerminalServices = pd.DataFrame(pd.read_csv(temp_dir + "_TerminalServices_report.csv"))
else:
print(f"{temp_dir + '_TerminalServices_report.csv'} does not exist.")
TerminalServices = pd.DataFrame(TerminalServices_events[0])
if os.path.exists(temp_dir + "_WinRM_events_report.csv"):
WinRM = pd.DataFrame(pd.read_csv(temp_dir + "_WinRM_events_report.csv"))
#print(WinRM_Resolved_User)
if len(WinRM_Resolved_User)>0:
try:
WinRM['Resolved User Name']=WinRM_Resolved_User
WinRM=WinRM[['Date and Time','timestamp','Detection Rule','Severity','Detection Domain','Event Description','UserID','Resolved User Name','Event ID','Original Event Log','Computer Name','Channel']]
except:
print("Error resolving SIDs for WinRM")
else:
print(f"{temp_dir + '_WinRM_events_report.csv'} does not exist.")
WinRM = pd.DataFrame(WinRM_events[0])
if os.path.exists(temp_dir + "_TerminalServices_RDPClient_report.csv"):
TerminalClient = pd.DataFrame(pd.read_csv(temp_dir + "_TerminalServices_RDPClient_report.csv"))
#print(RDPClient_Resolved_User)
if len(RDPClient_Resolved_User) > 0:
try:
TerminalClient['Resolved User Name'] = RDPClient_Resolved_User
TerminalClient = TerminalClient[['Date and Time', 'timestamp', 'Detection Rule', 'Severity', 'Detection Domain', 'Event Description','Event ID', 'UserID', 'Resolved User Name', 'Source IP', 'Computer Name', 'Channel', 'Original Event Log']]
except:
print("Error resolving SIDs for Terminal Client")
else:
print(f"{temp_dir + '_TerminalServices_RDPClient_report.csv'} does not exist.")
TerminalClient = pd.DataFrame(TerminalServices_RDPClient_events[0])
if os.path.exists(temp_dir + "_Defender_report.csv"):
Windows_Defender = pd.DataFrame(pd.read_csv(temp_dir + "_Defender_report.csv"))
else:
print(f"{temp_dir + '_Defender_report.csv'} does not exist.")
Windows_Defender = pd.DataFrame(Windows_Defender_events[0])
if os.path.exists(temp_dir + "_ScheduledTask_report.csv"):
ScheduledTask = pd.DataFrame(pd.read_csv(temp_dir + "_ScheduledTask_report.csv"))
else:
print(f"{temp_dir + '_ScheduledTask_report.csv'} does not exist.")
ScheduledTask = pd.DataFrame(ScheduledTask_events[0])
if os.path.exists(temp_dir + "_Group_Policy_report.csv"):
GroupPolicy = pd.DataFrame(pd.read_csv(temp_dir + "_Group_Policy_report.csv"))
else:
print(f"{temp_dir + '_Group_Policy_report.csv'} does not exist.")
GroupPolicy = pd.DataFrame(Group_Policy_events[0])
if os.path.exists(temp_dir + "_SMB_Server_report.csv"):
SMBServer = pd.DataFrame(pd.read_csv(temp_dir + "_SMB_Server_report.csv"))
else:
print(f"{temp_dir + '_SMB_Server_report.csv'} does not exist.")
SMBServer = pd.DataFrame(SMB_Server_events[0])
if os.path.exists(temp_dir + "_SMB_Client_report.csv"):
SMBClient = pd.DataFrame(pd.read_csv(temp_dir + "_SMB_Client_report.csv"))
else:
print(f"{temp_dir + '_SMB_Client_report.csv'} does not exist.")
SMBClient= pd.DataFrame(SMB_Client_events[0])
# if os.path.exists(temp_dir + "_Executed_Powershell_report.csv"):
# ExecutedPowershell_Summary = pd.DataFrame(pd.read_csv(temp_dir + "_Executed_Powershell_report.csv"))
if os.path.exists(temp_dir + "Powershell_Execution_Events.pickle"):
with open(temp_dir + "Powershell_Execution_Events.pickle", 'rb') as handle:
#Authentication_Summary=pd.DataFrame(pickle.load(handle))
Powershell_Execution_dataframes=pickle.load(handle)
#print(Security_Authentication_dataframes[0])
result=pd.concat(Powershell_Execution_dataframes, axis=0)
#ExecutedProcess_Summary=result.groupby('User').agg({'Number of Failed Logins': 'sum', 'Number of Successful Logins': 'sum'})
ExecutedPowershell_Summary =result.groupby('Command',as_index=False)['Number of Execution'].sum()
else:
print(f"{temp_dir + '_Executed_Powershell_report.csv'} does not exist.")
ExecutedPowershell_Summary = pd.DataFrame(Executed_Powershell_Summary[0])
if os.path.exists(temp_dir + "Security_Authentication.pickle"):
with open(temp_dir + "Security_Authentication.pickle", 'rb') as handle:
#Authentication_Summary=pd.DataFrame(pickle.load(handle))
Security_Authentication_dataframes=pickle.load(handle)
#print(Security_Authentication_dataframes[0])
result=pd.concat(Security_Authentication_dataframes, axis=0)
Authentication_Summary=result.groupby('User',as_index=False).agg(
{'Number of Failed Logins': 'sum', 'Number of Successful Logins': 'sum'})
#print(Authentication_Summary)
#if os.path.exists(temp_dir + "_Security_Authentication_report.csv"):
#Authentication_Summary = pd.DataFrame(pd.read_csv(temp_dir + "_Security_Authentication_report.csv"))
else:
print(f"{temp_dir + '_Security_Authentication_report.csv'} does not exist.")
Authentication_Summary = pd.DataFrame(Security_Authentication_Summary[0])
# if os.path.exists(temp_dir + "_Executed_Process_report.csv"):
# ExecutedProcess_Summary = pd.DataFrame(pd.read_csv(temp_dir + "_Executed_Process_report.csv"))
if os.path.exists(temp_dir + "Executed_Process_Events.pickle"):
with open(temp_dir + "Executed_Process_Events.pickle", 'rb') as handle:
#Authentication_Summary=pd.DataFrame(pickle.load(handle))
Process_Execution_dataframes=pickle.load(handle)
#print(Security_Authentication_dataframes[0])
result=pd.concat(Process_Execution_dataframes, axis=0)
#ExecutedProcess_Summary=result.groupby('User').agg({'Number of Failed Logins': 'sum', 'Number of Successful Logins': 'sum'})
ExecutedProcess_Summary =result.groupby('Process Name',as_index=False)['Number of Execution'].sum()
#print(Authentication_Summary)
else:
print(f"{temp_dir + '_Executed_Process_report.csv'} does not exist.")
ExecutedProcess_Summary = pd.DataFrame(Executed_Process_Summary[0])
# TerminalClient = pd.DataFrame(pd.read_csv(temp_dir+"_TerminalServices_RDPClient_report.csv"))
# TerminalClient['Resolved User Name']=RDPClient_Resolved_User
# TerminalClient=TerminalClient[['Date and Time', 'timestamp', 'Detection Rule', 'Severity', 'Detection Domain','Event Description', 'Event ID', 'UserID','Resolved User Name', 'Source IP', 'Computer Name', 'Channel','Original Event Log']]
# Windows_Defender = pd.DataFrame(pd.read_csv(temp_dir+"_Defender_report.csv"))
# ScheduledTask = pd.DataFrame(pd.read_csv(temp_dir+"_ScheduledTask_report.csv"))
# GroupPolicy = pd.DataFrame(pd.read_csv(temp_dir+"_Group_Policy_report.csv"))
# SMBServer= pd.DataFrame(pd.read_csv(temp_dir+"_SMB_Server_report.csv"))
# SMBClient= pd.DataFrame(pd.read_csv(temp_dir+"_SMB_Clientr_report.csv"))
# WinRM['Resolved User Name']=WinRM_Resolved_User
# WinRM=WinRM[['Date and Time','timestamp','Detection Rule','Severity','Detection Domain','Event Description','UserID','Resolved User Name','Event ID','Original Event Log','Computer Name','Channel']]
Terminal_Services_Summary = TerminalServices['User'].value_counts().reset_index() # pd.DataFrame(TerminalServices_Summary[0])
Terminal_Services_Summary.columns = ['User', 'Authentication Counts']
#Logon_Events_pd=pd.DataFrame(Logon_Events[0])
#Object_Access_Events_pd=pd.DataFrame(Object_Access_Events[0])
#ExecutedProcess_Events_pd=pd.DataFrame(Executed_Process_Events[0])
# allresults=pd.DataFrame([TerminalServices,Powershell_Operational],columns=['Date and Time', 'Detection Rule','Detection Domain','Severity','Event Description','Event ID','Original Event Log'])
allresults = pd.concat(
[ScheduledTask, Powershell_Operational, Sysmon, System, Powershell, Security,TerminalClient, TerminalServices, WinRM,
Windows_Defender,GroupPolicy,SMBServer,SMBClient], join="inner", ignore_index=True)
allresults = allresults.rename(columns={'Date and Time': 'datetime', 'Detection Rule': 'message'})
allresults['timestamp_desc'] = ""
allresults = allresults[
['message','timestamp', 'datetime', 'timestamp_desc', 'Detection Domain', 'Severity', 'Event Description', 'Event ID',
'Original Event Log','Computer Name','Channel']]
Result_Summary_Severity=allresults["Severity"].value_counts().reset_index()
Result_Summary_Severity.columns = ['Severity', 'Counts']
Result_Summary_Detections=allresults["message"].value_counts().reset_index()
Result_Summary_Detections.columns = ['Detection', 'Counts']
allresults.to_csv(timesketch, index=False)
User_SIDs.to_csv(Collected_SIDs, index=False)
print("Time Sketch Report saved as "+timesketch)
#Logon_Events_pd.to_csv(LogonEvents, index=False)
if (logons==True or allreport==True):
print("Logon Events Report saved as "+LogonEvents)
#Object_Access_Events_pd.to_csv(ObjectAccess, index=False)
if (objectaccess==True or allreport==True):
print("Object Access Events Report saved as "+ObjectAccess)
#ExecutedProcess_Events_pd.to_csv(ProcessEvents, index=False)
if (processexec==True or allreport==True):
print("Process Execution Events Report saved as "+ProcessEvents)
# Sysmon=Sysmon.reset_index()
# Sysmon=Sysmon.drop(['index'],axis=1)
writer = pd.ExcelWriter(Report, engine='xlsxwriter', engine_kwargs={'options':{'encoding': 'utf-8'}})
Result_Summary_Severity.to_excel(writer, sheet_name='Result Summary', index=False)
Result_Summary_Detections.to_excel(writer, sheet_name='Result Summary' , startrow=len(Result_Summary_Severity)+3, index=False)
System.to_excel(writer, sheet_name='System Events', index=False)
Powershell.to_excel(writer, sheet_name='Powershell Events', index=False)
Powershell_Operational.to_excel(writer, sheet_name='Powershell_Operational Events', index=False)
Sysmon.to_excel(writer, sheet_name='Sysmon Events', index=False)
Security.to_excel(writer, sheet_name='Security Events', index=False)
TerminalServices.to_excel(writer, sheet_name='TerminalServices Events', index=False)
TerminalClient.to_excel(writer, sheet_name='RDP Client Events', index=False)
WinRM.to_excel(writer, sheet_name='WinRM Events', index=False)
Windows_Defender.to_excel(writer, sheet_name='Windows_Defender Events', index=False)
ScheduledTask.to_excel(writer, sheet_name='ScheduledTask Events', index=False)
GroupPolicy.to_excel(writer, sheet_name='Group Policy Events', index=False)
SMBClient.to_excel(writer, sheet_name='SMB Client Events', index=False)
SMBServer.to_excel(writer, sheet_name='SMB Server Events', index=False)
Terminal_Services_Summary.to_excel(writer, sheet_name='Terminal Services Logon Summary', index=False)
Authentication_Summary.to_excel(writer, sheet_name='Security Authentication Summary', index=False)
ExecutedProcess_Summary.to_excel(writer, sheet_name='Executed Process Summary', index=False)
ExecutedPowershell_Summary.to_excel(writer, sheet_name='Executed Powershell Summary', index=False)
User_SIDs.to_excel(writer, sheet_name='Collected User SIDs', index=False)
writer.book.use_zip64()
writer.close()
print("Report saved as "+Report)
################################################################################################################
# if (frequencyanalysis==True or allreport==True):
# Frequency_Security=pd.DataFrame(list(Frequency_Analysis_Security.items()),columns=["EventID","Count"]).sort_values(by=['Count'],ascending=False)
# Frequency_Defender=pd.DataFrame(list(Frequency_Analysis_Windows_Defender.items()),columns=["EventID","Count"]).sort_values(by=['Count'],ascending=False)
# Frequency_SMB_Client=pd.DataFrame(list(Frequency_Analysis_SMB_Client.items()),columns=["EventID","Count"]).sort_values(by=['Count'],ascending=False)
# Frequency_Group_Policy=pd.DataFrame(list(Frequency_Analysis_Group_Policy.items()),columns=["EventID","Count"]).sort_values(by=['Count'],ascending=False)
# Frequency_Powershell_Operational=pd.DataFrame(list(Frequency_Analysis_Powershell_Operational.items()),columns=["EventID","Count"]).sort_values(by=['Count'],ascending=False)
# Frequency_Powershell=pd.DataFrame(list(Frequency_Analysis_Powershell.items()),columns=["EventID","Count"]).sort_values(by=['Count'],ascending=False)
# Frequency_ScheduledTask=pd.DataFrame(list(Frequency_Analysis_ScheduledTask.items()),columns=["EventID","Count"]).sort_values(by=['Count'],ascending=False)
# Frequency_WinRM=pd.DataFrame(list(Frequency_Analysis_WinRM.items()),columns=["EventID","Count"]).sort_values(by=['Count'],ascending=False)
# Frequency_Sysmon=pd.DataFrame(list(Frequency_Analysis_Sysmon.items()),columns=["EventID","Count"]).sort_values(by=['Count'],ascending=False)
# Frequency_SMB_Server=pd.DataFrame(list(Frequency_Analysis_SMB_Server.items()),columns=["EventID","Count"]).sort_values(by=['Count'],ascending=False)
# Frequency_TerminalServices=pd.DataFrame(list(Frequency_Analysis_TerminalServices.items()),columns=["EventID","Count"]).sort_values(by=['Count'],ascending=False)
# Frequency_System=pd.DataFrame(list(Frequency_Analysis_System.items()),columns=["EventID","Count"]).sort_values(by=['Count'],ascending=False)
#
# writer = pd.ExcelWriter("EventID_Frequency_Analysis.xls", engine='xlsxwriter', options={'encoding': 'utf-8'})
# Frequency_System.to_excel(writer, sheet_name='System', index=False)
# Frequency_Powershell.to_excel(writer, sheet_name='Powershell', index=False)
# Frequency_Powershell_Operational.to_excel(writer, sheet_name='Powershell_Operational', index=False)
# Frequency_Sysmon.to_excel(writer, sheet_name='Sysmon', index=False)
# Frequency_Security.to_excel(writer, sheet_name='Security', index=False)
# Frequency_TerminalServices.to_excel(writer, sheet_name='TerminalServices', index=False)
# Frequency_WinRM.to_excel(writer, sheet_name='WinRM', index=False)
# Frequency_Defender.to_excel(writer, sheet_name='Windows_Defender', index=False)
# Frequency_ScheduledTask.to_excel(writer, sheet_name='ScheduledTask', index=False)
# Frequency_Group_Policy.to_excel(writer, sheet_name='Group Policy', index=False)
# Frequency_SMB_Client.to_excel(writer, sheet_name='SMB Client', index=False)
# Frequency_SMB_Server.to_excel(writer, sheet_name='SMB Server', index=False)
#
# writer.book.use_zip64()
# writer.save()
#
# print("Frequency Analysis Report saved as "+"EventID_Frequency_Analysis.xls")
##################################################################################################################
print("Detection Summary :\n############################################\nNumber of incidents by Severity:\n"+allresults["Severity"].value_counts().to_string()+"\n############################################\nNumber of incidents by Detection Rule:\n"+allresults["message"].value_counts().to_string()+"\n\n")
def convert_list():
global timestart,timeend,User_SIDs,SMB_Server_events,SMB_Client_events,TerminalServices_RDPClient_events,Executed_Process_Events,Group_Policy_events,Object_Access_Events,input_timezone,Logon_Events,Executed_Process_Summary,TerminalServices_Summary,Security_Authentication_Summary,Sysmon_events,WinRM_events,Security_events,System_events,ScheduledTask_events,Powershell_events,Powershell_Operational_events,TerminalServices_events,Windows_Defender_events,Timesketch_events,TerminalServices_Summary,Security_Authentication_Summary,Executed_Powershell_Summary
Results=[Executed_Powershell_Summary,SMB_Server_events,User_SIDs,SMB_Client_events,TerminalServices_RDPClient_events,Executed_Process_Events,Group_Policy_events,Object_Access_Events,Logon_Events,Executed_Process_Summary,TerminalServices_Summary,Security_Authentication_Summary,Sysmon_events,WinRM_events,Security_events,System_events,ScheduledTask_events,Powershell_events,Powershell_Operational_events,TerminalServices_events,Windows_Defender_events,TerminalServices_Summary,Security_Authentication_Summary
]
for result in Results:
for i in result[0]:
result[0][i]=list(result[0][i])
def resolveSID():
global TerminalServices_RDPClient_events,WinRM_events,User_SIDs,RDPClient_Resolved_User,WinRM_Resolved_User
if os.path.exists(temp_dir + "_WinRM_events_report.csv"):
WinRM_events[0] = pd.DataFrame(pd.read_csv(temp_dir + "_WinRM_events_report.csv")).to_dict(orient='list')
if os.path.exists(temp_dir + "_TerminalServices_RDPClient_report.csv"):
TerminalServices_RDPClient_events[0] = pd.DataFrame(pd.read_csv(temp_dir + "_TerminalServices_RDPClient_report.csv")).to_dict(orient='list')
RDPClient_Resolved_User=[]
WinRM_Resolved_User=[]
for SID in TerminalServices_RDPClient_events[0]["UserID"]:
if SID in User_SIDs["SID"]:
RDPClient_Resolved_User.append(User_SIDs["User"][User_SIDs["SID"].index(SID)])
else:
RDPClient_Resolved_User.append("Could not be resolved")
for SID in WinRM_events[0]["UserID"]:
if SID in User_SIDs["SID"]:
WinRM_Resolved_User.append(User_SIDs["User"][User_SIDs["SID"].index(SID)])
else:
WinRM_Resolved_User.append("Could not be resolved")
#print("user sid"+str(User_SIDs["SID"]))
#print("RDPCLient : "+str(RDPClient_Resolved_User))
#print("WinRM : " + str(WinRM_Resolved_User))
def create_temp_dir():
global temp_dir
temp_dir= "temp/"
if not os.path.exists(temp_dir):
os.makedirs(temp_dir)
print(f"{temp_dir} has been created")
else:
print(f"{temp_dir} already exists")
def create_out_dir(output):
global temp_dir
if not os.path.exists(output):
os.makedirs(output)
print(f"output folder {output} has been created")
else:
print(f"output folder {output} already exists")
return output+"/"+output
def clean_temp_dir():
global temp_dir
if os.path.exists(temp_dir):
for root, dirs, files in os.walk(temp_dir, topdown=False):
for name in files:
os.remove(os.path.join(root, name))
for name in dirs:
os.rmdir(os.path.join(root, name))
os.rmdir(temp_dir)
def main():
tic = time.time()
print(Banner)
global CPU_Core,timestart,timeend,Output,objectaccess,Path,processexec,logons,frequencyanalysis,Security_path,system_path,scheduledtask_path,defender_path,powershell_path,powershellop_path,terminal_path,winrm_path,sysmon_path,input_timezone,objectaccess,processexec,logons,frequencyanalysis,allreport
parser = argparse.ArgumentParser()
parser.add_argument("-p","--path", help="path to folder containing windows event logs , APT-Hunter will detect each log type automatically")
parser.add_argument("-o", "--out",help="output file name")
parser.add_argument("-tz","--timezone", help="default Timezone is Local timezone , you can enter ( 'local' : for local timzone , <Country time zone> : like (Asia/Dubai) )")
parser.add_argument("-o365hunt", "--o365hunt", help="office365 audit log hunting",action='store_true')
parser.add_argument("-o365rules", "--o365rules", help="detection rules for office365 hunt , if not provided default rules will be used")
parser.add_argument("-o365raw", "--o365raw", help="include office365 flattened raw data",action='store_true')
parser.add_argument("-hunt","--hunt", help="String or regex to be searched in evtx log path")
parser.add_argument("-huntfile","--huntfile", help="file contain Strings or regex to be searched in evtx log path ( strings should be new line separated )")
parser.add_argument("-eid","--eid", help="Event ID to search if you chosed the hunt module")
parser.add_argument("-start","--start", help="Start time for timeline ( use ISO format Ex:2022-04-03T20:56+04:00 )")
parser.add_argument("-end","--end", help="End time for timeline ( use ISO format Ex: 2022-04-03T20:56+04:00 or 2022-04-03T20:56 or 2022-04-03 20:56 or 2022-04-03 )")
parser.add_argument("-procexec","--procexec", help="Produce Process Execution report",action='store_true')
parser.add_argument("-logon","--logon", help="Produce Success and faild authentication report",action='store_true')
parser.add_argument("-objaccess","--objaccess", help="Produce Object Access report",action='store_true')
parser.add_argument("-allreport","--allreport", help="Produce all reports",action='store_true')
parser.add_argument("-sigma","--sigma", help="use sigma module to search logs using sigma rules",action='store_true')
parser.add_argument("-rules","--rules", help="path to sigma rules in json format")
#parser.add_argument("-evtfreq","--evtfreq", help="Produce event ID frequency analysis report",action='store_true')
parser.add_argument("-cores","--cores", help="cpu cores to be used in multiprocessing , default is half the number of availble CPU cores")
args = parser.parse_args()
if args.out is not None:
Output=create_out_dir(args.out)
if (args.path is None ):# and args.security is None and args.system is None and args.scheduledtask is None and args.defender is None and args.powershell is None and args.powershellop is None and args.terminal is None and args.winrm is None and args.sysmon is None):
print("You didn't specify a path for the logs \nuse --help to print help message")
exit()
#if args.type is None and args.hunt is None:
# print("log type must be defined using -t \ncsv( logs from get-eventlog or windows event log GUI or logs from Get-WinEvent ) , evtx ( EVTX extension windows event log )\nuse --help to print help message")
# exit()
else:
#if args.path is not None:
Path=args.path
objectaccess=args.objaccess
processexec=args.procexec
logons=args.logon
#frequencyanalysis=args.evtfreq
allreport=args.allreport
CPU_Core=0
#print(f"all reports value : {allreport}\nlogons value {logons}")
try:
if args.start is not None and args.end is not None:
timestart=datetime.timestamp(dateutil.parser.isoparse(args.start))
timeend=datetime.timestamp(dateutil.parser.isoparse(args.end))
except:
print("Error parsing time , please use ISO format with timestart and timeend Ex: (2022-04-03T20:56+04:00 or 2022-04-03T20:56 or 2022-04-03 20:56 or 2022-04-03)")
exit()
if args.timezone is not None:
if args.timezone.lower()=="local":
input_timezone=tz.tzlocal()
else:
input_timezone=timezone(args.timezone)
if args.cores is not None:
try:
CPU_Core=int(args.cores)
except:
print(f"Error using supplied CPU cores {args.cores}")
exit(0)
if args.sigma is not False:
if args.rules is not None:
SigmaHunter.Sigma_Analyze(Path,args.rules,Output)
else:
print("Please include rules path ex : --rules rules.json")
toc = time.time()
print('Done in {:.4f} seconds'.format(toc-tic))
return
if args.hunt is not None:
if args.eid is not None:
threat_hunt(Path,args.hunt,args.eid,None)
else:
threat_hunt(Path,args.hunt,None,None)
toc = time.time()
print('Done in {:.4f} seconds'.format(toc-tic))
return
if args.o365hunt is not False:
if args.o365rules is not None:
O365Hunter.analyzeoff365(Path, args.o365rules,Output,input_timezone,args.o365raw)
else:
O365Hunter.analyzeoff365(Path, None,Output,input_timezone,args.o365raw)
#toc = time.time()
#print('Done in {:.4f} seconds'.format(toc-tic))
return
if args.hunt is None and args.huntfile is not None:
if args.eid is not None:
threat_hunt(Path,None,args.eid,args.huntfile)
else:
threat_hunt(Path,None,None,args.huntfile)
toc = time.time()
print('Done in {:.4f} seconds'.format(toc-tic))
return
#if args.type is None or args.type=="evtx":
try:
create_temp_dir()
auto_detect(Path)
#convert_list()
report()
clean_temp_dir()
except Exception as e:
print("Error "+str(e))
clean_temp_dir()
toc = time.time()
print('Analysis finished in {:.4f} seconds'.format(toc-tic))
return
if __name__ == '__main__':
if platform.system().lower()=="windows":
multiprocessing.freeze_support()
main()

557
source/APT-Hunter_old.py
Unescape View File

@ -1,557 +0,0 @@
import traceback
import logging
from lib.Banner import *
import argparse
import pandas as pd
import lib.EvtxDetection as EvtxDetection
import lib.CSVDetection as CSVDetection
import lib.EvtxHunt as EvtxHunt
from evtx import PyEvtxParser
from sys import exit
from pytz import timezone
from dateutil import tz
import glob
import os
import re
Output=""
Path=""
Security_path=""
system_path=""
scheduledtask_path=""
defender_path=""
powershell_path=""
powershellop_path=""
terminal_path=""
winrm_path=""
sysmon_path=""
Security_path_list=[]
system_path_list=[]
scheduledtask_path_list=[]
defender_path_list=[]
powershell_path_list=[]
powershellop_path_list=[]
terminal_path_list=[]
winrm_path_list=[]
sysmon_path_list=[]
input_timezone=timezone("UTC")
Logon_Events=[{'Date and Time':[],'timestamp':[],'Event ID':[],'Account Name':[],'Account Domain':[],'Logon Type':[],'Logon Process':[],'Source IP':[],'Workstation Name':[],'Original Event Log':[]}]
Executed_Process_Summary=[{'Process Name':[],'Number of Execution':[]}]
TerminalServices_Summary=[{'User':[],'Number of Logins':[]}]
Security_Authentication_Summary=[{'User':[],'Number of Failed Logins':[],'Number of Successful Logins':[]}]
Sysmon_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[]}]
WinRM_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[]}]
Security_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[]}]
System_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Service Name':[],'Event Description':[],'Event ID':[],'Original Event Log':[]}]
ScheduledTask_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Schedule Task Name':[],'Event Description':[],'Event ID':[],'Original Event Log':[]}]
Powershell_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[]}]
Powershell_Operational_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[]}]
TerminalServices_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[]}]
Windows_Defender_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[]}]
Timesketch_events=[{'message':[],'timestamp':[],'datetime':[],'timestamp_desc':[],'Event Description':[],'Severity':[],'Detection Domain':[],'Event ID':[],'Original Event Log':[]}]
def evtxdetect():
global input_timezone,Logon_Events,Executed_Process_Summary,TerminalServices_Summary,Security_Authentication_Summary,Sysmon_events,WinRM_events,Security_events,System_events,ScheduledTask_events,Powershell_events,Powershell_Operational_events,TerminalServices_events,Windows_Defender_events,Timesketch_events,TerminalServices_Summary,Security_Authentication_Summary
try:
print(Security_path)
EvtxDetection.detect_events_security_log(Security_path,input_timezone)
except IOError :
print("Error Analyzing Security logs: ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Security logs")
logging.error(traceback.format_exc())
try:
EvtxDetection.detect_events_system_log(system_path,input_timezone)
except IOError :
print("Error Analyzing System logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing System logs ")
logging.error(traceback.format_exc())
try :
EvtxDetection.detect_events_powershell_operational_log(powershellop_path,input_timezone)
except IOError :
print("Error Analyzing Powershell Operational logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Powershell Operational logs ")
logging.error(traceback.format_exc())
try :
EvtxDetection.detect_events_powershell_log(powershell_path,input_timezone)
except IOError :
print("Error Analyzing Powershell logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Powershell logs ")
logging.error(traceback.format_exc())
try :
EvtxDetection.detect_events_TerminalServices_LocalSessionManager_log(terminal_path,input_timezone)
except IOError :
print("Error Analyzing TerminalServices LocalSessionManager logs: ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing TerminalServices LocalSessionManager logs")
logging.error(traceback.format_exc())
try:
EvtxDetection.detect_events_scheduled_task_log(scheduledtask_path,input_timezone)
except IOError :
print("Error Analyzing Scheduled Task logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Scheduled Task logs ")
logging.error(traceback.format_exc())
try:
EvtxDetection.detect_events_windows_defender_log(defender_path,input_timezone)
except IOError :
print("Error Analyzing Windows Defender logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Windows Defender logs ")
logging.error(traceback.format_exc())
try:
EvtxDetection.detect_events_Microsoft_Windows_WinRM(winrm_path,input_timezone)
except IOError :
print("Error Analyzing WinRM logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing WinRM logs ")
logging.error(traceback.format_exc())
try:
EvtxDetection.detect_events_Sysmon_log(sysmon_path,input_timezone)
except IOError :
print("Error Analyzing Sysmon logs ")
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Sysmon logs ")
logging.error(traceback.format_exc())
Sysmon_events = EvtxDetection.Sysmon_events
WinRM_events =EvtxDetection.WinRM_events
Security_events =EvtxDetection.Security_events
System_events =EvtxDetection.System_events
ScheduledTask_events =EvtxDetection.ScheduledTask_events
Powershell_events =EvtxDetection.Powershell_events
Powershell_Operational_events =EvtxDetection.Powershell_Operational_events
TerminalServices_events =EvtxDetection.TerminalServices_events
Windows_Defender_events =EvtxDetection.Windows_Defender_events
Timesketch_events =EvtxDetection.Timesketch_events
TerminalServices_Summary=EvtxDetection.TerminalServices_Summary
Executed_Process_Summary=EvtxDetection.Executed_Process_Summary
Security_Authentication_Summary =EvtxDetection.Security_Authentication_Summary
Logon_Events =EvtxDetection.Logon_Events
def csvdetect(winevent):
global Executed_Process_Summary,TerminalServices_Summary,Security_Authentication_Summary,Sysmon_events,WinRM_events,Security_events,System_events,ScheduledTask_events,Powershell_events,Powershell_Operational_events,TerminalServices_events,Windows_Defender_events,Timesketch_events,TerminalServices_Summary,Security_Authentication_Summary
try:
#print(Security_path,winevent)
CSVDetection.detect_events_security_log(Security_path,winevent)
except IOError :
print("Error Analyzing Security logs: ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Security logs")
logging.error(traceback.format_exc())
try:
CSVDetection.detect_events_system_log(system_path,winevent)
except IOError :
print("Error Analyzing System logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing System logs ")
logging.error(traceback.format_exc())
try :
CSVDetection.detect_events_powershell_operational_log(powershellop_path,winevent)
except IOError :
print("Error Analyzing Powershell Operational logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Powershell Operational logs ")
logging.error(traceback.format_exc())
try :
CSVDetection.detect_events_powershell_log(powershell_path,winevent)
except IOError :
print("Error Analyzing Powershell logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Powershell logs ")
logging.error(traceback.format_exc())
try :
CSVDetection.detect_events_TerminalServices_LocalSessionManager_log(terminal_path,winevent)
except IOError :
print("Error Analyzing TerminalServices LocalSessionManager logs: ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing TerminalServices LocalSessionManager logs")
logging.error(traceback.format_exc())
try:
CSVDetection.detect_events_scheduled_task_log(scheduledtask_path,winevent)
except IOError :
print("Error Analyzing Scheduled Task logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Scheduled Task logs ")
logging.error(traceback.format_exc())
try:
CSVDetection.detect_events_windows_defender_log(defender_path,winevent)
except IOError :
print("Error Analyzing Windows Defender logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Windows Defender logs ")
logging.error(traceback.format_exc())
try:
CSVDetection.detect_events_Microsoft_Windows_WinRM_CSV_log(winrm_path,winevent)
except IOError :
print("Error Analyzing WinRM logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing WinRM logs ")
logging.error(traceback.format_exc())
try:
CSVDetection.detect_events_Sysmon_log(sysmon_path,winevent)
except IOError :
print("Error Analyzing Sysmon logs ")
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Sysmon logs ")
logging.error(traceback.format_exc())
Sysmon_events = CSVDetection.Sysmon_events
WinRM_events =CSVDetection.WinRM_events
Security_events =CSVDetection.Security_events
System_events =CSVDetection.System_events
ScheduledTask_events =CSVDetection.ScheduledTask_events
Powershell_events =CSVDetection.Powershell_events
Powershell_Operational_events =CSVDetection.Powershell_Operational_events
TerminalServices_events =CSVDetection.TerminalServices_events
Windows_Defender_events =CSVDetection.Windows_Defender_events
Timesketch_events =CSVDetection.Timesketch_events
TerminalServices_Summary=CSVDetection.TerminalServices_Summary
Executed_Process_Summary=CSVDetection.Executed_Process_Summary
Security_Authentication_Summary =CSVDetection.Security_Authentication_Summary
def evtxdetect_auto():
global input_timezone,Logon_Events,Executed_Process_Summary,TerminalServices_Summary,Security_Authentication_Summary,Sysmon_events,WinRM_events,Security_events,System_events,ScheduledTask_events,Powershell_events,Powershell_Operational_events,TerminalServices_events,Windows_Defender_events,Timesketch_events,TerminalServices_Summary,Security_Authentication_Summary
try:
#print(Security_path)
EvtxDetection.detect_events_security_log(Security_path_list,input_timezone)
except IOError :
print("Error Analyzing Security logs: ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Security logs")
logging.error(traceback.format_exc())
try:
EvtxDetection.detect_events_system_log(system_path_list,input_timezone)
except IOError :
print("Error Analyzing System logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing System logs ")
logging.error(traceback.format_exc())
try :
EvtxDetection.detect_events_powershell_operational_log(powershellop_path_list,input_timezone)
except IOError :
print("Error Analyzing Powershell Operational logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Powershell Operational logs ")
logging.error(traceback.format_exc())
try :
EvtxDetection.detect_events_powershell_log(powershell_path_list,input_timezone)
except IOError :
print("Error Analyzing Powershell logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Powershell logs ")
logging.error(traceback.format_exc())
try :
EvtxDetection.detect_events_TerminalServices_LocalSessionManager_log(terminal_path_list,input_timezone)
except IOError :
print("Error Analyzing TerminalServices LocalSessionManager logs: ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing TerminalServices LocalSessionManager logs")
logging.error(traceback.format_exc())
try:
EvtxDetection.detect_events_scheduled_task_log(scheduledtask_path_list,input_timezone)
except IOError :
print("Error Analyzing Scheduled Task logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Scheduled Task logs ")
logging.error(traceback.format_exc())
try:
EvtxDetection.detect_events_windows_defender_log(defender_path_list,input_timezone)
except IOError :
print("Error Analyzing Windows Defender logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Windows Defender logs ")
logging.error(traceback.format_exc())
try:
EvtxDetection.detect_events_Microsoft_Windows_WinRM(winrm_path_list,input_timezone)
except IOError :
print("Error Analyzing WinRM logs : ", end='')
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing WinRM logs ")
logging.error(traceback.format_exc())
try:
EvtxDetection.detect_events_Sysmon_log(sysmon_path_list,input_timezone)
except IOError :
print("Error Analyzing Sysmon logs ")
print("File Path Does Not Exist")
except Exception as e:
print("Error Analyzing Sysmon logs ")
logging.error(traceback.format_exc())
Sysmon_events = EvtxDetection.Sysmon_events
WinRM_events =EvtxDetection.WinRM_events
Security_events =EvtxDetection.Security_events
System_events =EvtxDetection.System_events
ScheduledTask_events =EvtxDetection.ScheduledTask_events
Powershell_events =EvtxDetection.Powershell_events
Powershell_Operational_events =EvtxDetection.Powershell_Operational_events
TerminalServices_events =EvtxDetection.TerminalServices_events
Windows_Defender_events =EvtxDetection.Windows_Defender_events
Timesketch_events =EvtxDetection.Timesketch_events
TerminalServices_Summary=EvtxDetection.TerminalServices_Summary
Executed_Process_Summary=EvtxDetection.Executed_Process_Summary
Security_Authentication_Summary =EvtxDetection.Security_Authentication_Summary
Logon_Events =EvtxDetection.Logon_Events
def auto_detect(path):
global input_timezone
EventID_rex = re.compile('<EventID.*>(.*)<\/EventID>', re.IGNORECASE)
Channel_rex = re.compile('<Channel.*>(.*)<\/Channel>', re.IGNORECASE)
Computer_rex = re.compile('<Computer.*>(.*)<\/Computer>', re.IGNORECASE)
if os.path.isdir(path):
files=glob.glob(path+"*.evtx")
elif os.path.isfile(path):
files=glob.glob(path)
else:
print("Issue with the path" )
return
#print("hunting ( %s ) in files ( %s )"%(str_regex,files))
#user_string = input('please enter a string to convert to regex: ')
for file in files:
print("Analyzing "+file)
try:
parser = PyEvtxParser(file)
except:
print("Issue analyzing "+file +"\nplease check if its not corrupted")
continue
try:
for record in parser.records():
Channel = Channel_rex.findall(record['data'])
if Channel[0].strip()=="Security":
Security_path_list.append(file)
break
if Channel[0].strip()=="System":
system_path_list.append(file)
break
if Channel[0].strip()=="Windows PowerShell":
powershell_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-PowerShell/Operational":
powershellop_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-TerminalServices-LocalSessionManager/Operational":
terminal_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-TaskScheduler/Operational":
scheduledtask_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-Windows Defender/Operational":
defender_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-WinRM/Operational":
winrm_path_list.append(file)
break
if Channel[0].strip()=="Microsoft-Windows-Sysmon/Operational":
sysmon_path_list.append(file)
break
break
except:
print("issue assigning path")
evtxdetect_auto()
def threat_hunt(path,str_regex):
global input_timezone, Output
import os
if os.path.isdir(path):
files=glob.glob(path+"*.evtx")
elif os.path.isfile(path):
files=glob.glob(path)
else:
print("Issue with the path" )
return
print("hunting ( %s ) in files ( %s )"%(str_regex,files))
#user_string = input('please enter a string to convert to regex: ')
EvtxHunt.Evtx_hunt(files,str_regex,input_timezone,Output)
def report():
global Output
timesketch=Output+"_TimeSketch.csv"
Report=Output+"_Report.xlsx"
LogonEvents=Output+"_Logon_Events.csv"
Sysmon = pd.DataFrame(Sysmon_events[0])
System = pd.DataFrame(System_events[0])
Powershell = pd.DataFrame(Powershell_events[0])
Powershell_Operational = pd.DataFrame(Powershell_Operational_events[0])
Security = pd.DataFrame(Security_events[0])
TerminalServices = pd.DataFrame(TerminalServices_events[0])
WinRM = pd.DataFrame(WinRM_events[0])
Windows_Defender = pd.DataFrame(Windows_Defender_events[0])
ScheduledTask = pd.DataFrame(ScheduledTask_events[0])
Terminal_Services_Summary = pd.DataFrame(TerminalServices_Summary[0])
Authentication_Summary = pd.DataFrame(Security_Authentication_Summary[0])
ExecutedProcess_Summary=pd.DataFrame(Executed_Process_Summary[0])
Logon_Events_pd=pd.DataFrame(Logon_Events[0])
# allresults=pd.DataFrame([TerminalServices,Powershell_Operational],columns=['Date and Time', 'Detection Rule','Detection Domain','Severity','Event Description','Event ID','Original Event Log'])
allresults = pd.concat(
[ScheduledTask, Powershell_Operational, Sysmon, System, Powershell, Security, TerminalServices, WinRM,
Windows_Defender], join="inner", ignore_index=True)
allresults = allresults.rename(columns={'Date and Time': 'datetime', 'Detection Rule': 'message'})
allresults['timestamp_desc'] = ""
allresults = allresults[
['message','timestamp', 'datetime', 'timestamp_desc', 'Detection Domain', 'Severity', 'Event Description', 'Event ID',
'Original Event Log']]
allresults.to_csv(timesketch, index=False)
print("Time Sketch Report saved as "+timesketch)
Logon_Events_pd.to_csv(LogonEvents, index=False)
# Sysmon=Sysmon.reset_index()
# Sysmon=Sysmon.drop(['index'],axis=1)
writer = pd.ExcelWriter(Report, engine='xlsxwriter', options={'encoding': 'utf-8'})
System.to_excel(writer, sheet_name='System Events', index=False)
Powershell.to_excel(writer, sheet_name='Powershell Events', index=False)
Powershell_Operational.to_excel(writer, sheet_name='Powershell_Operational Events', index=False)
Sysmon.to_excel(writer, sheet_name='Sysmon Events', index=False)
Security.to_excel(writer, sheet_name='Security Events', index=False)
TerminalServices.to_excel(writer, sheet_name='TerminalServices Events', index=False)
WinRM.to_excel(writer, sheet_name='WinRM Events', index=False)
Windows_Defender.to_excel(writer, sheet_name='Windows_Defender Events', index=False)
ScheduledTask.to_excel(writer, sheet_name='ScheduledTask Events', index=False)
Terminal_Services_Summary.to_excel(writer, sheet_name='Terminal Services Logon Summary', index=False)
Authentication_Summary.to_excel(writer, sheet_name='Security Authentication Summary', index=False)
ExecutedProcess_Summary.to_excel(writer, sheet_name='Executed Process Summary', index=False)
writer.save()
print("Report saved as "+Report)
def main():
print(Banner)
global Output,Path,Security_path,system_path,scheduledtask_path,defender_path,powershell_path,powershellop_path,terminal_path,winrm_path,sysmon_path,input_timezone
parser = argparse.ArgumentParser()
parser.add_argument("-p","--path", help="path to folder containing windows event logs generated by the powershell log collector")
parser.add_argument("-o", "--out",
help="output file name")
parser.add_argument("-t","--type", help="csv ( logs from get-eventlog or windows event log GUI or logs from Get-WinEvent ) , evtx ( EVTX extension windows event log )",choices=["csv","evtx"])
parser.add_argument("--security", help="Path to Security Logs")
parser.add_argument("--system", help="Path to System Logs")
parser.add_argument("--scheduledtask", help="Path to Scheduled Tasks Logs")
parser.add_argument("--defender", help="Path to Defender Logs")
parser.add_argument("--powershell", help="Path to Powershell Logs")
parser.add_argument("--powershellop", help="Path to Powershell Operational Logs")
parser.add_argument("--terminal", help="Path to TerminalServices LocalSessionManager Logs")
parser.add_argument("--winrm", help="Path to Winrm Logs")
parser.add_argument("--sysmon", help="Path to Sysmon Logs")
parser.add_argument("-tz","--timezone", help="default Timezone is UTC , you can enter ( 'local' : for local timzone , <Country time zone> : like (Asia/Dubai) )")
parser.add_argument("-hunt","--hunt", help="String or regex to be searched in evtx log path")
args = parser.parse_args()
if args.out is not None:
Output=args.out
if (args.path is None and args.security is None and args.system is None and args.scheduledtask is None and args.defender is None and args.powershell is None and args.powershellop is None and args.terminal is None and args.winrm is None and args.sysmon is None):
print("You didn't specify a path for any log \nuse --help to print help message")
exit()
if args.type is None and args.hunt is None:
print("log type must be defined using -t \ncsv( logs from get-eventlog or windows event log GUI or logs from Get-WinEvent ) , evtx ( EVTX extension windows event log )\nuse --help to print help message")
exit()
else:
if args.path is not None:
Path=args.path
if args.hunt is not None:
threat_hunt(Path,args.hunt)
return
if args.type=="evtx":
Security_path=Path+"/Security.evtx"
system_path =Path+"/System.evtx"
scheduledtask_path = Path+"/TaskScheduler.evtx"
defender_path = Path+"/Windows_Defender.evtx"
powershell_path = Path+"/Windows_PowerShell.evtx"
powershellop_path = Path+"/Powershell_Operational.evtx"
terminal_path = Path+"/LocalSessionManager.evtx"
winrm_path = Path+"/WinRM.evtx"
sysmon_path = Path+"/Sysmon.evtx"
if args.type=="csv":
Security_path=Path+"/Security.csv"
system_path =Path+"/System.csv"
scheduledtask_path = Path+"/TaskScheduler.csv"
defender_path = Path+"/Windows_Defender.csv"
powershell_path = Path+"/Windows_PowerShell.csv"
powershellop_path = Path+"/Powershell_Operational.csv"
terminal_path = Path+"/LocalSessionManager.csv"
winrm_path = Path+"/WinRM.csv"
sysmon_path = Path+"/Sysmon.csv"
if args.security is not None:
Security_path = args.security
if args.system is not None:
system_path=args.system
if args.scheduledtask is not None:
scheduledtask_path=args.scheduledtask
if args.defender is not None:
defender_path=args.defender
if args.powershell is not None:
powershell_path=args.powershell
if args.powershellop is not None:
powershellop_path=args.powershellop
if args.terminal is not None:
terminal_path=args.terminal
if args.winrm is not None:
winrm_path=args.winrm
if args.sysmon is not None:
sysmon_path=args.sysmon
if args.timezone is not None:
if args.timezone.lower()=="local":
input_timezone=tz.tzlocal()
else:
input_timezone=timezone(args.timezone)
if args.type=="evtx":
#evtxdetect()
auto_detect(Path)
if args.type=="csv":
csvdetect(True)
report()
main()

15
source/Custom-Sigma-Convertor.sh
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@ -1,15 +0,0 @@
#!/bin/bash
if [ "$#" -ne 1 ]; then
echo "Please enter rules path as argument "
exit 1
fi
echo "Getting Sigma Converter Toot"
git clone https://github.com/SigmaHQ/legacy-sigmatools.git
echo "Converting sigma rules "
legacy-sigmatools/tools/sigmac --recurse --target sqlite --backend-option table=Events --output-format json -d $1 -c lib/config/sigma-converter-rules-config.yml -o rules.json --output-fields title,id,description,author,tags,level,falsepositives,filename,status
echo "Rules created with file name : rules.json "

11
source/Get_Latest_Sigma_Rules.sh
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@ -1,11 +0,0 @@
#!/bin/bash
echo "Getting Sigma Converter Toot"
git clone https://github.com/SigmaHQ/legacy-sigmatools.git
echo "Getting Sigma Rules"
git clone https://github.com/SigmaHQ/sigma.git
echo "Converting sigma rules "
legacy-sigmatools/tools/sigmac --recurse --target sqlite --backend-option table=Events --output-format json -d sigma/rules/windows/ -c lib/config/sigma-converter-rules-config.yml -o rules.json --output-fields title,id,description,author,tags,level,falsepositives,filename,status
echo "Rules created with file name : rules.json "

674
source/LICENSE
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@ -1,674 +0,0 @@
GNU GENERAL PUBLIC LICENSE
Version 3, 29 June 2007
Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
Everyone is permitted to copy and distribute verbatim copies
of this license document, but changing it is not allowed.
Preamble
The GNU General Public License is a free, copyleft license for
software and other kinds of works.
The licenses for most software and other practical works are designed
to take away your freedom to share and change the works. By contrast,
the GNU General Public License is intended to guarantee your freedom to
share and change all versions of a program--to make sure it remains free
software for all its users. We, the Free Software Foundation, use the
GNU General Public License for most of our software; it applies also to
any other work released this way by its authors. You can apply it to
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END OF TERMS AND CONDITIONS
How to Apply These Terms to Your New Programs
If you develop a new program, and you want it to be of the greatest
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<one line to give the program's name and a brief idea of what it does.>
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This program is distributed in the hope that it will be useful,
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Also add information on how to contact you by electronic and paper mail.
If the program does terminal interaction, make it output a short
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This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
This is free software, and you are welcome to redistribute it
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The hypothetical commands `show w' and `show c' should show the appropriate
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For more information on this, and how to apply and follow the GNU GPL, see
<https://www.gnu.org/licenses/>.
The GNU General Public License does not permit incorporating your program
into proprietary programs. If your program is a subroutine library, you
may consider it more useful to permit linking proprietary applications with
the library. If this is what you want to do, use the GNU Lesser General
Public License instead of this License. But first, please read
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99
source/O365_detection_rules.json
Unescape View File

@ -1,99 +0,0 @@
[
{
"name": "Suspicious User Agent",
"severity": "High",
"query": "SELECT * FROM events WHERE UserAgent LIKE '%python%' OR UserAgent LIKE '%ruler%' OR UserAgent LIKE '%curl%' OR UserAgent LIKE '%Wget%' OR UserAgent LIKE '%python-requests%' OR UserAgent LIKE '%AADInternals%' OR UserAgent LIKE '%azurehound%' OR UserAgent LIKE '%axios%' OR UserAgent LIKE '%BAV2ROPC%' "
},
{
"name": "User adding or removing Inbox Rule",
"severity": "Medium",
"query": "SELECT * FROM events WHERE Operation LIKE '%InboxRule%' OR Operation LIKE 'Set-Mailbox' OR Operation LIKE '%DeliverToMailboxAndForward%' OR Operation LIKE '%ForwardingAddress%' OR Operation LIKE '%ForwardingAddress%' "
},
{
"name": "After Hours Activity",
"severity": "Medium",
"query": "SELECT * FROM events WHERE (CASE WHEN CAST(substr(CreationTime, 12, 2) AS INTEGER) < 0 THEN 24 + (CAST(substr(CreationTime, 12, 2) AS INTEGER)) ELSE CAST(substr(CreationTime, 12, 2) AS INTEGER) END >= 20 OR CASE WHEN CAST(substr(CreationTime, 12, 2) AS INTEGER) < 0 THEN 24 + (CAST(substr(CreationTime, 12, 2) AS INTEGER)) ELSE CAST(substr(CreationTime, 12, 2) AS INTEGER) END < 6) AND NOT (Operation LIKE 'File%' OR Operation LIKE 'List%' OR Operation LIKE 'Page%' OR Operation LIKE '%UserLogin%');"
},
{
"name": "Possible file exfiltration",
"severity": "Low",
"query": "SELECT * FROM events WHERE Operation LIKE '%FileUploaded%' "
},
{
"name": "Admin searching in emails of other users",
"severity": "Low",
"query": "SELECT * FROM events WHERE Operation LIKE '%SearchStarted%' OR Operation LIKE '%SearchExportDownloaded%' OR Operation LIKE '%ViewedSearchExported%' "
},
{
"name": "Strong Authentication Disabled",
"severity": "medium",
"query": "SELECT * FROM events WHERE Operation LIKE '%disable strong authentication%'"
},
{
"name": "User added to admin group",
"severity": "High",
"query": "SELECT * FROM events WHERE ( Operation LIKE '%add member to group%' AND ModifiedProperties Like '%admin%') OR ( Operation LIKE '%AddedToGroup%' AND TargetUserOrGroupName Like '%admin%') "
},
{
"name": "New Policy created",
"severity": "Medium",
"query": "SELECT * FROM events WHERE ( Operation LIKE '%add policy%' ) "
},
{
"name": "Security Alert triggered",
"severity": "Medium",
"query": "SELECT * FROM events WHERE ( Operation LIKE '%AlertTriggered%' AND NOT Severity Like '%Low%') "
},
{
"name": "Transport rules ( mail flow rules ) modified",
"severity": "High",
"query": "SELECT * FROM events WHERE ( Operation LIKE '%TransportRule%') "
},
{
"name": "An application was registered in Azure AD",
"severity": "Medium",
"query": "SELECT * FROM events WHERE ( Operation LIKE '%Add service principal.%') "
},
{
"name": "Add app role assignment grant to user",
"severity": "Medium",
"query": "SELECT * FROM events WHERE ( Operation LIKE '%Add app role assignment grant to user.%') "
},
{
"name": "eDiscovery Abuse",
"severity": "High",
"query": "SELECT * FROM events WHERE ( Operation LIKE '%New-ComplianceSearch%') "
},
{
"name": "Operations affecting OAuth Applications",
"severity": "Medium",
"query": "SELECT * FROM events WHERE ( Operation = 'Add application.' OR Operation = 'Update application' OR Operation = 'Add service principal.' OR Operation = 'Update application Certificates and secrets management' OR Operation = 'Update applicationUpdate service principal.' OR Operation = 'Add app role assignment grant to user.' OR Operation = 'Add delegated permission grant.' OR Operation = 'Add owner to application.' OR Operation = 'Add owner to service principal.') "
},
{
"name": "Suspicious Operations affecting Mailbox ",
"severity": "Medium",
"query": "SELECT * FROM events WHERE ( Operation = 'Set-MailboxJunkEmailConfiguration' OR Operation = 'SoftDelete' OR Operation = 'SendAs' OR Operation = 'HardDelete' OR Operation = 'MoveToDeletedItems' ) "
},
{
"name": "Suspicious Operations affecting SharePoint ",
"severity": "Medium",
"query": "SELECT * FROM events WHERE ( Operation = 'AddedToSecureLink' OR Operation = 'SearchQueryPerformed' OR Operation = 'SecureLinkCreated' OR Operation = 'SecureLinkUpdated' OR Operation = 'SharingInvitationCreated' ) "
},
{
"name": "User Modifying RetentionPolicy ",
"severity": "High",
"query": "SELECT * FROM events WHERE ( Operation LIKE '%UnifiedAuditLogRetentionPolicy%' ) "
},
{
"name": "User Modifying Audit Logging ",
"severity": "High",
"query": "SELECT * FROM events WHERE ( Operation LIKE '%AdminAuditLogConfig%' ) "
},
{
"name": "String Authentication Disabled ",
"severity": "High",
"query": "SELECT * FROM events WHERE ( Operation LIKE '%Disable Strong Authentication.%' ) "
}
]

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<p align="center">
<a href="https://github.com/ahmedkhlief/APT-Hunter/releases"><img src="https://img.shields.io/github/v/release/ahmedkhlief/APT-Hunter?color=blue&label=Stable%20Version&style=flat""/></a>
<a href="https://github.com/ahmedkhlief/APT-Hunter/releases"><img src="https://img.shields.io/github/downloads/ahmedkhlief/APT-Hunter/total?style=flat&label=GitHub Downloads&color=blue"/></a>
<a href="https://github.com/ahmedkhlief/APT-Hunter/stargazers"><img src="https://img.shields.io/github/stars/ahmedkhlief/APT-Hunter?style=flat&label=GitHub Stars"/></a>
<a href="https://github.com/ahmedkhlief/APT-Hunter/graphs/contributors"><img src="https://img.shields.io/github/contributors/ahmedkhlief/APT-Hunter?label=Contributors&color=blue&style=flat"/></a>
</p>
# APT-Hunter
APT-Hunter is Threat Hunting tool for windows event logs which made by purple team mindset to detect APT movements hidden in the sea of windows event logs to decrease the time to uncover suspicious activity . APT-Hunter use pre-defined detection rules and focus on statistics to uncover abnormalities which is very effective in compromise assessment . the output produced with timeline that can be analyzed directly from Excel , Timeline Explorer , Timesketch , etc...
Full information about the tool and how its used in this article : [introducing-apt-hunter-threat-hunting-tool-using-windows-event-log](https://shells.systems/introducing-apt-hunter-threat-hunting-tool-via-windows-event-log/)
New Release Info : [APT-HUNTER V3.0 : Rebuilt with Multiprocessing and new cool features](https://shells.systems/apt-hunter-v3-0-rebuilt-with-multiprocessing-and-new-cool-features/)
# Author
Twitter : [@ahmed_khlief](https://twitter.com/ahmed_khlief)
Linkedin : [Ahmed Khlief](https://www.linkedin.com/in/ahmed-khlief-499321a7)
# Donwload APT-Hunter :
Download the latest stable version of APT-Hunter with compiled binaries from [Releases](https://github.com/ahmedkhlief/APT-Hunter/releases) page.
# How to Use APT-Hunter
APT-Hunter built using python3 so in order to use the tool you need to install the required libraries.
`python3 -m pip install -r requirements.txt`
APT-Hunter is easy to use you just use the argument -h to print help to see the options needed .
` python3 APT-Hunter.py -h`
![APT-Hunter Help](screenshots/APTHunter-Help.png)
![APT-Hunter Analyzing with all report ](screenshots/APTHunter-Allreport.png)
![APT-Hunter commandline output ](screenshots/APTHunter-output.png)
![APT-Hunter Excel Output ](screenshots/APTHunter-Excel.png)
![APT-Hunter CSV Output with Time Sketch](screenshots/APTHunter-Timeline-Explorer.png)
# Exmaples :
Analyzing EVTX files , you can provide directory containing the logs or single file , APT hunter will detect the type of logs .
`python3 APT-Hunter.py -p /opt/wineventlogs/ -o Project1 -allreport`
Adding time frame to focus on specific timeline :
`python3 APT-Hunter.py -p /opt/wineventlogs/ -o Project1 -allreport -start 2022-04-03 -end 2022-04-05T20:56`
Hunting using String or regex :
`python3 APT-Hunter.py -hunt "psexec" -p /opt/wineventlogs/ -o Project2`
`python3 APT-Hunter.py -huntfile "(psexec|psexesvc)" -p /opt/wineventlogs/ -o Project2`
hunting using file that contain list of regex :
`python3 APT-Hunter.py -huntfile "huntfile.txt)" -p /opt/wineventlogs/ -o Project2`
Hunting using sigma rules :
`python3 APT-Hunter.py -sigma -rules rules.json -p /opt/wineventlogs/ -o Project2`
Getting Latest sigma rules converted for APT-Hunter ( output will be a file with name rules.json that contain the rules from Sigma repository [Sigma](https://github.com/SigmaHQ/sigma) ):
Get_Latest_Sigma_Rules.sh
# Output Samples
![APT-Hunter CSV Output](Samples/Sample_TimeSketch.csv) : This CSV file you can upload it to timesketch in order to have timeline analysis that will help you see the full picture of the attack .
![APT-Hunter Excel Output](Samples/Sample_Report.xlsx) : this excel sheet will include all the events detected from every windows logs provided to APT-Hunter.
![APT-Hunter Success and Failed logon Report ](Samples/Sample_Logon_Events.csv) : ALl logon events with parsed fields (Date, User , Source IP , Logon Process , Workstation Name , Logon Type , Device Name , Original Log ) as columns.
![APT-Hunter Process Execution Report ](Samples/Sample_Process_Execution_Events.csv) : all process execution captured from the event logs.
![APT-Hunter Object Access Report ](Samples/Sample_Object_Access_Events.csv) : all object access captured from Event (4663) .
![APT-Hunter Collected SID Report ](Samples/Sample_Collected-SIDS.csv) : Collected Users with their SID list to help you in the investigation.
![APT-Hunter EventID Frequency Report ](Samples/EventID_Frequency_Analysis.xls) : EventID frequency analysis report.
# Credits :
I would like to thank [Joe Maccry](https://www.linkedin.com/in/joemccray/) for his amazing contribution in Sysmon use cases ( more than 100 use cases added by Joe )

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Banner="""
/$$$$$$ /$$$$$$$ /$$$$$$$$ /$$ /$$ /$$
/$$__ $$| $$__ $$|__ $$__/ | $$ | $$ | $$
| $$ \ $$| $$ \ $$ | $$ | $$ | $$ /$$ /$$ /$$$$$$$ /$$$$$$ /$$$$$$ /$$$$$$
| $$$$$$$$| $$$$$$$/ | $$ /$$$$$$| $$$$$$$$| $$ | $$| $$__ $$|_ $$_/ /$$__ $$ /$$__ $$
| $$__ $$| $$____/ | $$ |______/| $$__ $$| $$ | $$| $$ \ $$ | $$ | $$$$$$$$| $$ \__/
| $$ | $$| $$ | $$ | $$ | $$| $$ | $$| $$ | $$ | $$ /$$| $$_____/| $$
| $$ | $$| $$ | $$ | $$ | $$| $$$$$$/| $$ | $$ | $$$$/| $$$$$$$| $$
|__/ |__/|__/ |__/ |__/ |__/ \______/ |__/ |__/ \___/ \_______/|__/
By : Ahmed Khlief , @ahmed_khlief
Version : 3.3
"""

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import csv
import re
from netaddr import *
import xml.etree.ElementTree as ET
import pandas as pd
from datetime import datetime , timezone
from evtx import PyEvtxParser
from dateutil.parser import parse
from dateutil.parser import isoparse
from pytz import timezone
minlength=1000
Hunting_events=[{'Date and Time':[],'timestamp':[],'Channel':[],'Computer':[],'Event ID':[],'Original Event Log':[]}]
EventID_rex = re.compile('<EventID.*>(.*)<\/EventID>', re.IGNORECASE)
Channel_rex = re.compile('<Channel.*>(.*)<\/Channel>', re.IGNORECASE)
Computer_rex = re.compile('<Computer.*>(.*)<\/Computer>', re.IGNORECASE)
def Evtx_hunt(files,str_regexes,eid,input_timzone,output,timestart,timeend):
for file in files:
file=str(file)
print("Analyzing "+file)
try:
parser = PyEvtxParser(file)
except:
print("Issue analyzing "+file +"\nplease check if its not corrupted")
continue
try:
for record in parser.records():
EventID = EventID_rex.findall(record['data'])
if timestart is not None and timeend is not None:
timestamp = datetime.timestamp(isoparse(parse(record["timestamp"]).astimezone(input_timzone).isoformat()))
if not (timestamp > timestart and timestamp < timeend):
return
if len(EventID) > 0:
if eid is not None and EventID[0]!=eid:
continue
Computer = Computer_rex.findall(record['data'])
Channel = Channel_rex.findall(record['data'])
if len(Channel)>0:
channel=Channel[0]
else:
channel=" "
#print(record['data'])
# if record['data'].lower().find(str_regex.lower())>-1:
#print(str_regexes)
for str_regex in str_regexes:
rex=re.compile(str_regex, re.IGNORECASE)
#print(rex)
#print(rex.findall(record['data']))
if rex.findall(record['data']):
#print("EventID : "+EventID[0]+" , Data : "+record['data'])
Hunting_events[0]['timestamp'].append(datetime.timestamp(isoparse(parse(record["timestamp"]).astimezone(input_timzone).isoformat())))
Hunting_events[0]['Date and Time'].append(parse(record["timestamp"]).astimezone(input_timzone).isoformat())
Hunting_events[0]['Channel'].append(channel)
Hunting_events[0]['Event ID'].append(EventID[0])
Hunting_events[0]['Computer'].append(Computer[0])
Hunting_events[0]['Original Event Log'].append(str(record['data']).replace("\r", " ").replace("\n", " "))
except Exception as e:
print("issue searching log : "+record['data']+"\n Error : "+print(e))
hunt_report(output)
def hunt_report(output):
global Hunting_events
Events = pd.DataFrame(Hunting_events[0])
print("Found "+str(len(Hunting_events[0]["timestamp"]))+" Events")
Events.to_csv(output+"_hunting.csv", index=False)

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import json
import sqlite3
import tempfile
import os
import time
import pandas as pd
import geoip2.database
import requests
from dateutil import parser, tz
import pandas as pd
import json
import csv
from pathlib import Path
start_time=0
end_time=0
password_spray_query = '''
WITH FailedLogins AS (
SELECT
UserId,
ClientIP,
datetime(CreationTime) AS LoginDate
FROM
events
WHERE
Operation = 'UserLoginFailed'
)
SELECT
UserId,
GROUP_CONCAT(ClientIP, ', ') AS ClientIPs,
COUNT(DISTINCT ClientIP) AS UniqueIPCount,
COUNT(*) AS FailedLoginAttempts,
LoginDate
FROM
FailedLogins
GROUP BY
UserId,
strftime('%Y-%m-%d %H', LoginDate)
HAVING
COUNT(*) > 5 AND UniqueIPCount > 3
ORDER BY
FailedLoginAttempts DESC;
'''
user_logon_query = '''
SELECT
UserId,
date(CreationTime) AS LoginDate,
COUNT(*) AS TotalLoginAttempts,
SUM(CASE WHEN Operation = 'UserLoggedIn' THEN 1 ELSE 0 END) AS SuccessfulLogins,
SUM(CASE WHEN Operation = 'UserLoginFailed' THEN 1 ELSE 0 END) AS FailedLogins
FROM
events
where
Operation = 'UserLoggedIn' OR Operation = 'UserLoginFailed'
GROUP BY
UserId,
LoginDate
ORDER BY
LoginDate,
UserId;
'''
User_operations_query = '''
SELECT
UserId,
COUNT(DISTINCT Operation) AS OperationCount,
GROUP_CONCAT(Operation, ', ') AS UniqueOperations
FROM
(SELECT DISTINCT UserId, Operation FROM events)
GROUP BY
UserId
ORDER BY
OperationCount DESC;
'''
user_operation_by_day_query = '''
SELECT
UserId,
DATE(CreationTime) AS OperationDate,
COUNT(DISTINCT Operation) AS OperationCount,
GROUP_CONCAT( Operation, ', ') AS UniqueOperations
FROM
events
GROUP BY
UserId,
OperationDate
ORDER BY
OperationCount DESC
'''
def convert_csv(input_file,temp):
with open(input_file, 'r', encoding='utf-8') as csv_file:
# Create a CSV reader
reader = csv.DictReader(csv_file)
json_file = 'audit_data.json'
json_file=os.path.join(temp, json_file)
with open(json_file, 'w', encoding='utf-8') as jsonl_file:
# Extract and write the AuditData column to a file as JSON Lines
for row in reader:
# Extract the AuditData which is already a JSON formatted string
json_data = json.loads(row['AuditData'])
# Convert the JSON object back to a string to store in the file
json_string = json.dumps(json_data)
# Write the JSON string to the file with a newline
jsonl_file.write(json_string + '\n')
return json_file
def flatten_json_file(input_file, timezone, chunk_size=10000):
# Read the JSON file in chunks
chunks = []
with open(input_file, 'r') as file:
lines = file.readlines()
for i in range(0, len(lines), chunk_size):
chunk = [json.loads(line) for line in lines[i:i + chunk_size]]
# Convert the CreationTime to the desired timezone
for record in chunk:
if 'CreationTime' in record:
# Parse the CreationTime
creation_time = parser.parse(record['CreationTime'])
# Check if the datetime object is timezone aware
if creation_time.tzinfo is None:
# Assume the original time is in UTC if no timezone info is present
creation_time = creation_time.replace(tzinfo=tz.tzutc())
# Convert the CreationTime to the desired timezone
record['CreationTime'] = creation_time.astimezone(timezone).isoformat()
chunks.append(pd.json_normalize(chunk))
# Concatenate all chunks into a single DataFrame
flattened_records = pd.concat(chunks, ignore_index=True)
return flattened_records
def create_sqlite_db_from_dataframe(dataframe, db_name):
conn = sqlite3.connect(db_name)
# Convert all columns to string
dataframe = dataframe.astype(str)
# Write the DataFrame to SQLite, treating all fields as text
dataframe.to_sql('events', conn, if_exists='replace', index=False,
dtype={col_name: 'TEXT' for col_name in dataframe.columns})
conn.close()
def read_detection_rules(rule_file):
with open(rule_file, 'r') as file:
rules = json.load(file)
return rules
def apply_detection_logic_sqlite(db_name, rules):
conn = sqlite3.connect(db_name)
all_detected_events = []
for rule in rules:
rule_name = rule['name']
severity = rule['severity']
query = rule['query']
detected_events = pd.read_sql_query(query, conn)
detected_events['RuleName'] = rule_name
detected_events['Severity'] = severity
all_detected_events.append(detected_events)
conn.close()
if all_detected_events:
result = pd.concat(all_detected_events, ignore_index=True)
else:
result = pd.DataFrame()
return result
def download_geolite_db(geolite_db_path):
url = "https://git.io/GeoLite2-Country.mmdb"
print(f"Downloading GeoLite2 database from {url}...")
response = requests.get(url)
response.raise_for_status() # Check if the download was successful
with open(geolite_db_path, 'wb') as file:
file.write(response.content)
print(f"GeoLite2 database downloaded and saved to {geolite_db_path}")
def get_country_from_ip(ip, reader):
try:
response = reader.country(ip)
return response.country.name
except Exception as e:
#print(f"Could not resolve IP {ip}: {e}")
return 'Unknown'
def analyzeoff365(auditfile, rule_file, output, timezone, include_flattened_data=False,
geolite_db_path='GeoLite2-Country.mmdb'):
start_time = time.time()
temp_dir = ".temp"
if output is None or output == "":
output = os.path.splitext(auditfile)[0]
try:
# Create necessary directories
os.makedirs(output, exist_ok=True)
os.makedirs(temp_dir, exist_ok=True)
# Check if the GeoLite2 database exists, and download it if not
if not os.path.exists(geolite_db_path):
download_geolite_db(geolite_db_path)
# Convert CSV to JSON (assuming convert_csv is a valid function that you have)
json_file = convert_csv(auditfile, temp_dir)
# Input and output file paths
input_file = json_file
db_name = os.path.join(temp_dir, 'audit_data.db')
if rule_file is None:
rule_file = 'O365_detection_rules.json'
output_file = f"{output}_o365_report.xlsx"
# Measure the start time
# Flatten the JSON file
flattened_df = flatten_json_file(input_file, timezone)
# Create SQLite database from the flattened DataFrame
create_sqlite_db_from_dataframe(flattened_df, db_name)
# Open the GeoLite2 database
with geoip2.database.Reader(geolite_db_path) as reader:
# Resolve ClientIP to country names
if 'ClientIP' in flattened_df.columns:
flattened_df['Country'] = flattened_df['ClientIP'].apply(lambda ip: get_country_from_ip(ip, reader))
# Read detection rules
rules = read_detection_rules(rule_file)
# Apply detection logic using SQLite
detected_events = apply_detection_logic_sqlite(db_name, rules)
# Reorder columns to make RuleName the first column
if not detected_events.empty:
columns = ['RuleName', 'Severity'] + [col for col in detected_events.columns if
col not in ['RuleName', 'Severity']]
detected_events = detected_events[columns]
# Perform the brute-force detection query
conn = sqlite3.connect(db_name)
try:
user_login_tracker_df = pd.read_sql_query(user_logon_query, conn)
password_spray_df = pd.read_sql_query(password_spray_query, conn)
user_operations_df = pd.read_sql_query(User_operations_query, conn)
user_operation_by_day_df = pd.read_sql_query(user_operation_by_day_query, conn)
finally:
conn.close()
# Create a new workbook with the detection results
with pd.ExcelWriter(output_file, engine='xlsxwriter') as writer:
if include_flattened_data:
# Split the flattened data into multiple sheets if needed
max_rows_per_sheet = 65000
num_sheets = len(flattened_df) // max_rows_per_sheet + 1
for i in range(num_sheets):
start_row = i * max_rows_per_sheet
end_row = (i + 1) * max_rows_per_sheet
sheet_name = f'Flattened Data {i + 1}'
flattened_df.iloc[start_row:end_row].to_excel(writer, sheet_name=sheet_name, index=False)
# Write statistics for various fields
detected_events.to_excel(writer, sheet_name='Detection Results', index=False)
user_login_tracker_df.to_excel(writer, sheet_name='User Login Tracker', index=False)
password_spray_df.to_excel(writer, sheet_name='Password Spray Attacks', index=False)
user_operations_df.to_excel(writer, sheet_name='User Operations', index=False)
user_operation_by_day_df.to_excel(writer, sheet_name='User Operations by Day', index=False)
flattened_df['Operation'].value_counts().to_frame().to_excel(writer, sheet_name='Operation Stats')
flattened_df['ClientIP'].value_counts().to_frame().to_excel(writer, sheet_name='ClientIP Stats')
flattened_df['Country'].value_counts().to_frame().to_excel(writer, sheet_name='Country Stats')
flattened_df['UserAgent'].value_counts().to_frame().to_excel(writer, sheet_name='UserAgent Stats')
flattened_df['UserId'].value_counts().to_frame().to_excel(writer, sheet_name='UserId Stats')
flattened_df['AuthenticationType'].value_counts().to_frame().to_excel(writer,
sheet_name='AuthenticationType Stats')
# Measure the end time
end_time = time.time()
print(f"Office365 analysis finished in time: {end_time - start_time:.2f} seconds")
except Exception as e:
print(f"An error occurred during the analysis: {e}")
finally:
#Clean up the temporary directory
if os.path.exists(temp_dir):
for file in Path(temp_dir).glob('*'):
file.unlink() # Delete the file
os.rmdir(temp_dir) # Remove the directory
# Write the User Login Tracker results to a new sheet
# Measure the end time
end_time = time.time()
# Calculate and print the running time
running_time = end_time - start_time
print(f"Office365 hunter finished in time: {running_time:.2f} seconds")

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title: Combination of configs
order: 15
# Taken from https://github.com/SigmaHQ/legacy-sigmatools/blob/master/tools/config/
logsources:
ps_module:
category: ps_module
product: windows
conditions:
EventID: 4103
rewrite:
product: windows
service: powershell
ps_script:
category: ps_script
product: windows
conditions:
EventID: 4104
rewrite:
product: windows
service: powershell
# for the "classic" channel
ps_classic_start:
category: ps_classic_start
product: windows
conditions:
EventID: 400
rewrite:
product: windows
service: powershell-classic
ps_classic_provider_start:
category: ps_classic_provider_start
product: windows
conditions:
EventID: 600
rewrite:
product: windows
service: powershell-classic
ps_classic_script:
category: ps_classic_script
product: windows
conditions:
EventID: 800
rewrite:
product: windows
service: powershell-classic
process_creation:
category: process_creation
product: windows
conditions:
EventID: 4688
rewrite:
product: windows
service: security
registry_event:
category: registry_event
product: windows
conditions:
EventID: 4657
OperationType:
- 'New registry value created'
- 'Existing registry value modified'
rewrite:
product: windows
service: security
registry_event_set:
category: registry_set
product: windows
conditions:
EventID: 4657
OperationType:
- 'Existing registry value modified'
rewrite:
product: windows
service: security
registry_event_add:
category: registry_add
product: windows
conditions:
EventID: 4657
OperationType:
- 'New registry value created'
rewrite:
product: windows
service: security
ps_module:
category: ps_module
product: windows
conditions:
EventID: 4103
rewrite:
product: windows
service: powershell
ps_script:
category: ps_script
product: windows
conditions:
EventID: 4104
rewrite:
product: windows
service: powershell
# for the "classic" channel
ps_classic_start:
category: ps_classic_start
product: windows
conditions:
EventID: 400
rewrite:
product: windows
service: powershell-classic
ps_classic_provider_start:
category: ps_classic_provider_start
product: windows
conditions:
EventID: 600
rewrite:
product: windows
service: powershell-classic
ps_classic_script:
category: ps_classic_script
product: windows
conditions:
EventID: 800
rewrite:
product: windows
service: powershell-classic
windows-application:
product: windows
service: application
conditions:
Channel: Application
windows-security:
product: windows
service: security
conditions:
Channel: Security
windows-system:
product: windows
service: system
conditions:
Channel: System
windows-sysmon:
product: windows
service: sysmon
conditions:
Channel: 'Microsoft-Windows-Sysmon/Operational'
windows-powershell:
product: windows
service: powershell
conditions:
Channel:
- 'Microsoft-Windows-PowerShell/Operational'
- 'PowerShellCore/Operational'
windows-classicpowershell:
product: windows
service: powershell-classic
conditions:
Channel: 'Windows PowerShell'
windows-dns-server:
product: windows
service: dns-server
conditions:
Channel: 'DNS Server'
windows-driver-framework:
product: windows
service: driver-framework
conditions:
Channel: 'Microsoft-Windows-DriverFrameworks-UserMode/Operational'
windows-dhcp:
product: windows
service: dhcp
conditions:
Channel: 'Microsoft-Windows-DHCP-Server/Operational'
windows-ntlm:
product: windows
service: ntlm
conditions:
Channel: 'Microsoft-Windows-NTLM/Operational'
windows-defender:
product: windows
service: windefend
conditions:
Channel: 'Microsoft-Windows-Windows Defender/Operational'
windows-printservice-admin:
product: windows
service: printservice-admin
conditions:
Channel: 'Microsoft-Windows-PrintService/Admin'
windows-printservice-operational:
product: windows
service: printservice-operational
conditions:
Channel: 'Microsoft-Windows-PrintService/Operational'
windows-terminalservices-localsessionmanager-operational:
product: windows
service: terminalservices-localsessionmanager
conditions:
Channel: 'Microsoft-Windows-TerminalServices-LocalSessionManager/Operational'
windows-smbclient-security:
product: windows
service: smbclient-security
conditions:
Channel: 'Microsoft-Windows-SmbClient/Security'
windows-applocker:
product: windows
service: applocker
conditions:
Channel:
- 'Microsoft-Windows-AppLocker/MSI and Script'
- 'Microsoft-Windows-AppLocker/EXE and DLL'
- 'Microsoft-Windows-AppLocker/Packaged app-Deployment'
- 'Microsoft-Windows-AppLocker/Packaged app-Execution'
windows-msexchange-management:
product: windows
service: msexchange-management
conditions:
Channel: 'MSExchange Management'
windows-servicebus-client:
product: windows
service: microsoft-servicebus-client
conditions:
Channel: 'Microsoft-ServiceBus-Client'
windows-ladp-client-debug:
product: windows
service: ldap_debug
conditions:
Channel: 'Microsoft-Windows-LDAP-Client/Debug'
windows-taskscheduler-operational:
product: windows
service: taskscheduler
conditions:
Channel: 'Microsoft-Windows-TaskScheduler/Operational'
windows-wmi-activity-Operational:
product: windows
service: wmi
conditions:
Channel: 'Microsoft-Windows-WMI-Activity/Operational'
windows-codeintegrity-operational:
product: windows
service: codeintegrity-operational
conditions:
Channel: 'Microsoft-Windows-CodeIntegrity/Operational'
windows-firewall-advanced-security:
product: windows
service: firewall-as
conditions:
Channel: 'Microsoft-Windows-Windows Firewall With Advanced Security/Firewall'
windows-bits-client:
product: windows
service: bits-client
conditions:
Channel: 'Microsoft-Windows-Bits-Client/Operational'
windows-diagnosis-scripted:
product: windows
service: diagnosis-scripted
conditions:
Channel: 'Microsoft-Windows-Diagnosis-Scripted/Operational'
windows-shell-core:
product: windows
service: shell-core
conditions:
Channel: 'Microsoft-Windows-Shell-Core/Operational'
windows-security-mitigations:
product: windows
service: security-mitigations
conditions:
Channel: 'Microsoft-Windows-Security-Mitigations'
windows-openssh:
product: windows
service: openssh
conditions:
Channel: 'OpenSSH/Operational'
windows-ldap-debug:
product: windows
service: ldap_debug
conditions:
Channel: 'Microsoft-Windows-LDAP-Client/Debug'
windows-vhdmp-operational:
product: windows
service: vhdmp
conditions:
Channel: 'Microsoft-Windows-VHDMP/Operational'
windows-appxdeployment-server:
product: windows
service: appxdeployment-server
conditions:
Channel: 'Microsoft-Windows-AppXDeploymentServer/Operational'
windows-lsa-server:
product: windows
service: lsa-server
conditions:
Channel: 'Microsoft-Windows-LSA/Operational'
windows-appxpackaging-om:
product: windows
service: appxpackaging-om
conditions:
Channel: 'Microsoft-Windows-AppxPackaging/Operational'
windows-dns-client:
product: windows
service: dns-client
conditions:
Channel: 'Microsoft-Windows-DNS Client Events/Operational'
windows-appmodel-runtime:
product: windows
service: appmodel-runtime
conditions:
Channel: 'Microsoft-Windows-AppModel-Runtime/Admin'
windows-application:
product: windows
service: application
conditions:
Channel: Application
windows-security:
product: windows
service: security
conditions:
Channel: Security
windows-system:
product: windows
service: system
conditions:
Channel: System
windows-sysmon:
product: windows
service: sysmon
conditions:
Channel: 'Microsoft-Windows-Sysmon/Operational'
windows-powershell:
product: windows
service: powershell
conditions:
Channel:
- 'Microsoft-Windows-PowerShell/Operational'
- 'PowerShellCore/Operational'
windows-classicpowershell:
product: windows
service: powershell-classic
conditions:
Channel: 'Windows PowerShell'
windows-dns-server:
product: windows
service: dns-server
conditions:
Channel: 'DNS Server'
windows-driver-framework:
product: windows
service: driver-framework
conditions:
Provider_Name: 'Microsoft-Windows-DriverFrameworks-UserMode/Operational'
windows-dhcp:
product: windows
service: dhcp
conditions:
Provider_Name: 'Microsoft-Windows-DHCP-Server/Operational'
windows-ntlm:
product: windows
service: ntlm
conditions:
Provider_Name: 'Microsoft-Windows-NTLM/Operational'
windows-defender:
product: windows
service: windefend
conditions:
Channel: 'Microsoft-Windows-Windows Defender/Operational'
windows-printservice-admin:
product: windows
service: printservice-admin
conditions:
Channel: 'Microsoft-Windows-PrintService/Admin'
windows-printservice-operational:
product: windows
service: printservice-operational
conditions:
Channel: 'Microsoft-Windows-PrintService/Operational'
windows-terminalservices-localsessionmanager-operational:
product: windows
service: terminalservices-localsessionmanager
conditions:
Channel: 'Microsoft-Windows-TerminalServices-LocalSessionManager/Operational'
windows-codeintegrity-operational:
product: windows
service: codeintegrity-operational
conditions:
Channel: 'Microsoft-Windows-CodeIntegrity/Operational'
windows-smbclient-security:
product: windows
service: smbclient-security
conditions:
Channel: 'Microsoft-Windows-SmbClient/Security'
windows-applocker:
product: windows
service: applocker
conditions:
Channel:
- 'Microsoft-Windows-AppLocker/MSI and Script'
- 'Microsoft-Windows-AppLocker/EXE and DLL'
- 'Microsoft-Windows-AppLocker/Packaged app-Deployment'
- 'Microsoft-Windows-AppLocker/Packaged app-Execution'
windows-msexchange-management:
product: windows
service: msexchange-management
conditions:
Channel: 'MSExchange Management'
microsoft-servicebus-client:
product: windows
service: microsoft-servicebus-client
conditions:
Channel: 'Microsoft-ServiceBus-Client'
windows-firewall-advanced-security:
product: windows
service: firewall-as
conditions:
Channel: 'Microsoft-Windows-Windows Firewall With Advanced Security/Firewall'
windows-bits-client:
product: windows
service: bits-client
conditions:
Channel: 'Microsoft-Windows-Bits-Client/Operational'
windows-vhdmp-Operational:
product: windows
service: vhdmp
conditions:
Channel: 'Microsoft-Windows-VHDMP/Operational'
windows-appxdeployment-server:
product: windows
service: appxdeployment-server
conditions:
Channel: 'Microsoft-Windows-AppXDeploymentServer/Operational'
windows-lsa-server:
product: windows
service: lsa-server
conditions:
Channel: 'Microsoft-Windows-LSA/Operational'
windows-appxpackaging-om:
product: windows
service: appxpackaging-om
conditions:
Channel: 'Microsoft-Windows-AppxPackaging/Operational'
windows-dns-client:
product: windows
service: dns-client
conditions:
Channel: 'Microsoft-Windows-DNS Client Events/Operational'
windows-appmodel-runtime:
product: windows
service: appmodel-runtime
conditions:
Channel: 'Microsoft-Windows-AppModel-Runtime/Admin'
process_creation:
category: process_creation
product: windows
conditions:
EventID: 1
rewrite:
product: windows
service: sysmon
process_creation_linux:
category: process_creation
product: linux
conditions:
EventID: 1
rewrite:
product: linux
service: sysmon
file_change:
category: file_change
product: windows
conditions:
EventID: 2
rewrite:
product: windows
service: sysmon
network_connection:
category: network_connection
product: windows
conditions:
EventID: 3
rewrite:
product: windows
service: sysmon
network_connection_linux:
category: network_connection
product: linux
conditions:
EventID: 3
rewrite:
product: linux
service: sysmon
sysmon_status:
category: sysmon_status
product: windows
conditions:
EventID:
- 4
- 16
rewrite:
product: windows
service: sysmon
sysmon_status_linux:
category: sysmon_status
product: linux
conditions:
EventID: 16
rewrite:
product: linux
service: sysmon
process_terminated:
category: process_termination
product: windows
conditions:
EventID: 5
rewrite:
product: windows
service: sysmon
process_terminated_linux:
category: process_termination
product: linux
conditions:
EventID: 5
rewrite:
product: linux
service: sysmon
driver_loaded:
category: driver_load
product: windows
conditions:
EventID: 6
rewrite:
product: windows
service: sysmon
image_loaded:
category: image_load
product: windows
conditions:
EventID: 7
rewrite:
product: windows
service: sysmon
create_remote_thread:
category: create_remote_thread
product: windows
conditions:
EventID: 8
rewrite:
product: windows
service: sysmon
raw_access_thread:
category: raw_access_thread
product: windows
conditions:
EventID: 9
rewrite:
product: windows
service: sysmon
process_access:
category: process_access
product: windows
conditions:
EventID: 10
rewrite:
product: windows
service: sysmon
raw_access_read_linux:
category: raw_access_read
product: linux
conditions:
EventID: 9
rewrite:
product: linux
service: sysmon
file_creation:
category: file_event
product: windows
conditions:
EventID: 11
rewrite:
product: windows
service: sysmon
file_creation_linux:
category: file_event
product: linux
conditions:
EventID: 11
rewrite:
product: linux
service: sysmon
registry_add:
category: registry_add
product: windows
conditions:
EventID: 12
rewrite:
product: windows
service: sysmon
registry_delete:
category: registry_delete
product: windows
conditions:
EventID: 12
rewrite:
product: windows
service: sysmon
registry_set:
category: registry_set
product: windows
conditions:
EventID: 13
rewrite:
product: windows
service: sysmon
registry_rename:
category: registry_rename
product: windows
conditions:
EventID: 14
rewrite:
product: windows
service: sysmon
registry_event:
category: registry_event
product: windows
conditions:
EventID:
- 12
- 13
- 14
rewrite:
product: windows
service: sysmon
create_stream_hash:
category: create_stream_hash
product: windows
conditions:
EventID: 15
rewrite:
product: windows
service: sysmon
pipe_created:
category: pipe_created
product: windows
conditions:
EventID:
- 17
- 18
rewrite:
product: windows
service: sysmon
wmi_event:
category: wmi_event
product: windows
conditions:
EventID:
- 19
- 20
- 21
rewrite:
product: windows
service: sysmon
dns_query:
category: dns_query
product: windows
conditions:
EventID: 22
rewrite:
product: windows
service: sysmon
file_delete:
category: file_delete
product: windows
conditions:
EventID:
- 23
- 26
rewrite:
product: windows
service: sysmon
file_delete_linux:
category: file_delete
product: linux
conditions:
EventID: 23
rewrite:
product: linux
service: sysmon
clipboard_capture:
category: clipboard_capture
product: windows
conditions:
EventID: 24
rewrite:
product: windows
service: sysmon
process_tampering:
category: process_tampering
product: windows
conditions:
EventID: 25
rewrite:
product: windows
service: sysmon
file_block:
category: file_block
product: windows
conditions:
EventID: 27
rewrite:
product: windows
service: sysmon
sysmon_error:
category: sysmon_error
product: windows
conditions:
EventID: 255
rewrite:
product: windows
service: sysmon
fieldmappings:
Image: NewProcessName
ParentImage: ParentProcessName
Details: NewValue
#CommandLine: ProcessCommandLine # No need to map, as real name of ProcessCommandLine is already CommandLine
LogonId: SubjectLogonId

BIN
source/logo.png
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11
source/requirements.txt
Unescape View File

@ -1,11 +0,0 @@
evtx
netaddr
numpy
pandas
python-dateutil
pytz
six
XlsxWriter
flatten_json
geoip2
requests

39210
source/rules.json
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File diff suppressed because one or more lines are too long

101
source/windows-log-collector-full-v3-CSV.ps1
Unescape View File

@ -1,101 +0,0 @@
try{
New-Item -ItemType "directory" -Path "wineventlog"
}
catch
{
echo "can't create a new directory"
}
try{
get-eventlog -log Security | export-csv wineventlog/Security.csv
}
catch
{
echo "Can't retrieve Security Logs"
}
try
{
Get-WinEvent -LogName System | export-csv wineventlog/System.csv
}
catch
{
echo "Can't retrieve System Logs"
}
try{
Get-WinEvent -LogName Application | export-csv wineventlog/Application.csv
}
catch
{
echo "Can't retrieve Application Logs"
}
try{
Get-WinEvent -LogName "Windows PowerShell" | export-csv wineventlog/Windows_PowerShell.csv
}
catch
{
echo "Can't retrieve Windows PowerShell Logs"
}
try{
Get-WinEvent -LogName "Microsoft-Windows-TerminalServices-LocalSessionManager/Operational" | export-csv wineventlog/LocalSessionManager.csv
}
catch
{
echo "Can't retrieve Microsoft-Windows-TerminalServices-LocalSessionManager/Operational Logs"
}
try{
Get-WinEvent -LogName "Microsoft-Windows-Windows Defender/Operational" | export-csv wineventlog/Windows_Defender.csv
}
catch
{
echo "Can't retrieve Microsoft-Windows-Windows Defender/Operational Logs"
}
try{
Get-WinEvent -LogName Microsoft-Windows-TaskScheduler/Operational | export-csv wineventlog/TaskScheduler.csv
}
catch
{
echo "Can't retrieve Microsoft-Windows-TaskScheduler/Operational Logs"
}
try{
Get-WinEvent -LogName Microsoft-Windows-WinRM/Operational | export-csv wineventlog/WinRM.csv
}
catch
{
echo "Can't retrieve Microsoft-Windows-WinRM/Operational Logs"
}
try{
Get-WinEvent -LogName Microsoft-Windows-Sysmon/Operational | export-csv wineventlog/Sysmon.csv
}
catch
{
echo "Can't retrieve Microsoft-Windows-Sysmon/Operational Logs"
}
try{
Get-WinEvent -LogName Microsoft-Windows-PowerShell/Operational | export-csv wineventlog/Powershell_Operational.csv
}
catch
{
echo "Can't retrieve Microsoft-Windows-PowerShell/Operational Logs"
}
try
{
Compress-Archive -Path wineventlog -DestinationPath ./logs.zip
}
catch
{
echo "couldn't compress the the log folder "
}

101
source/windows-log-collector-full-v3-EVTX.ps1
Unescape View File

@ -1,101 +0,0 @@
try{
New-Item -ItemType "directory" -Path "wineventlog"
}
catch
{
echo "can't create a new directory"
}
try{
wevtutil epl Security wineventlog/Security.evtx
}
catch
{
echo "Can't retrieve Security Logs"
}
try
{
wevtutil epl System wineventlog/System.evtx
}
catch
{
echo "Can't retrieve System Logs"
}
try{
wevtutil epl Application wineventlog/Application.evtx
}
catch
{
echo "Can't retrieve Application Logs"
}
try{
wevtutil epl "Windows PowerShell" wineventlog/Windows_PowerShell.evtx
}
catch
{
echo "Can't retrieve Windows PowerShell Logs"
}
try{
wevtutil epl "Microsoft-Windows-TerminalServices-LocalSessionManager/Operational" wineventlog/LocalSessionManager.evtx
}
catch
{
echo "Can't retrieve Microsoft-Windows-TerminalServices-LocalSessionManager/Operational Logs"
}
try{
wevtutil epl "Microsoft-Windows-Windows Defender/Operational" wineventlog/Windows_Defender.evtx
}
catch
{
echo "Can't retrieve Microsoft-Windows-Windows Defender/Operational Logs"
}
try{
wevtutil epl Microsoft-Windows-TaskScheduler/Operational wineventlog/TaskScheduler.evtx
}
catch
{
echo "Can't retrieve Microsoft-Windows-TaskScheduler/Operational Logs"
}
try{
wevtutil epl Microsoft-Windows-WinRM/Operational wineventlog/WinRM.evtx
}
catch
{
echo "Can't retrieve Microsoft-Windows-WinRM/Operational Logs"
}
try{
wevtutil epl Microsoft-Windows-Sysmon/Operational wineventlog/Sysmon.evtx
}
catch
{
echo "Can't retrieve Microsoft-Windows-Sysmon/Operational Logs"
}
try{
wevtutil epl Microsoft-Windows-PowerShell/Operational wineventlog/Powershell_Operational.evtx
}
catch
{
echo "Can't retrieve Microsoft-Windows-PowerShell/Operational Logs"
}
try
{
Compress-Archive -Path wineventlog -DestinationPath ./logs.zip
}
catch
{
echo "couldn't compress the the log folder "
}
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