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import traceback
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import logging
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from lib.Banner import *
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import argparse
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import pandas as pd
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import lib.EvtxDetection as EvtxDetection
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import lib.O365Hunter as O365Hunter
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import lib.CSVDetection as CSVDetection
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import lib.EvtxHunt as EvtxHunt
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import lib.SigmaHunter as SigmaHunter
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from evtx import PyEvtxParser
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from sys import exit
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from pytz import timezone
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from dateutil import tz
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import glob
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import os
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import re
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from pathlib import Path as libPath
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from datetime import datetime
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import dateutil.parser
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import multiprocessing
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import time
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import pickle
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import platform
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timestart=None
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timeend=None
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Output=""
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Path=""
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Security_path=""
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system_path=""
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scheduledtask_path=""
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defender_path=""
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powershell_path=""
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powershellop_path=""
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terminal_path=""
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temp_dir="temp"
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winrm_path=""
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sysmon_path=""
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objectaccess=False
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processexec=False
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logons=False
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frequencyanalysis=False
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allreport=False
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Security_path_list=[]
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system_path_list=[]
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scheduledtask_path_list=[]
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defender_path_list=[]
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powershell_path_list=[]
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powershellop_path_list=[]
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terminal_path_list=[]
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terminal_Client_path_list=[]
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winrm_path_list=[]
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sysmon_path_list=[]
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group_policy_path_list=[]
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SMB_SERVER_path_list=[]
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SMB_CLIENT_path_list=[]
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UserProfile_path_list=[]
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RDPClient_Resolved_User=[]
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WinRM_Resolved_User=[]
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input_timezone=tz.tzlocal()
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CPU_Core=0
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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':[]}]
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Executed_Powershell_Summary=[{'Command': [], 'Number of Execution': []}]
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Executed_Process_Summary=[{'Process Name':[],'Number of Execution':[]}]
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TerminalServices_Summary=[{'User':[],'Number of Logins':[]}]
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Security_Authentication_Summary=[{'User':[],'Number of Failed Logins':[],'Number of Successful Logins':[]}]
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Sysmon_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
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WinRM_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'UserID':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
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Security_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
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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':[]}]
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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':[]}]
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Powershell_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
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Powershell_Operational_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
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TerminalServices_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'User':[],'Source IP':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
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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': []}]
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Windows_Defender_events=[{'Date and Time':[],'timestamp':[],'Detection Rule':[],'Severity':[],'Detection Domain':[],'Event Description':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
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Timesketch_events=[{'message':[],'timestamp':[],'datetime':[],'timestamp_desc':[],'Event Description':[],'Severity':[],'Detection Domain':[],'Event ID':[],'Original Event Log':[],'Computer Name':[],'Channel':[]}]
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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':[]}]
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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':[]}]
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Executed_Process_Events=[{'DateTime':[],'timestamp':[],'EventID':[],'ProcessName':[],'User':[],'ParentProcessName':[],'RawLog':[]}]
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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':[]}]
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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':[]}]
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User_SIDs = {'User': [], 'SID': []}
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Frequency_Analysis_Security={}
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Frequency_Analysis_Security={}
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Frequency_Analysis_Windows_Defender={}
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Frequency_Analysis_SMB_Client={}
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Frequency_Analysis_Group_Policy={}
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Frequency_Analysis_Powershell_Operational={}
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Frequency_Analysis_Powershell={}
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Frequency_Analysis_ScheduledTask={}
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Frequency_Analysis_WinRM={}
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Frequency_Analysis_System={}
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Frequency_Analysis_Sysmon={}
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Frequency_Analysis_SMB_Server={}
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Frequency_Analysis_TerminalServices={}
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def evtxdetect_auto():
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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
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process_list = []
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try:
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#print(Security_path)
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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))
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userprofile.start()
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process_list.append(userprofile)
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except IOError :
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print("Error Analyzing User Profile logs: ", end='')
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print("File Path Does Not Exist")
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except Exception as e:
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print("Error Analyzing User Profile logs")
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logging.error(traceback.format_exc())
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try:
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#print(Security_path)
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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))
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sec.start()
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process_list.append(sec)
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except IOError :
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print("Error Analyzing Security logs: ", end='')
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print("File Path Does Not Exist")
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except Exception as e:
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print("Error Analyzing Security logs")
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logging.error(traceback.format_exc())
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try:
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#EvtxDetection.multiprocess(system_path_list,EvtxDetection.detect_events_system_log,input_timezone,timestart,timeend)
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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))
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sys.start()
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process_list.append(sys)
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except IOError :
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print("Error Analyzing System logs : ", end='')
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print("File Path Does Not Exist")
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except Exception as e:
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print("Error Analyzing System logs ")
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logging.error(traceback.format_exc())
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try :
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#EvtxDetection.multiprocess(powershellop_path_list,EvtxDetection.detect_events_powershell_operational_log,input_timezone,timestart,timeend)
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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))
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pwshop.start()
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process_list.append(pwshop)
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except IOError :
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print("Error Analyzing Powershell Operational logs : ", end='')
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print("File Path Does Not Exist")
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except Exception as e:
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print("Error Analyzing Powershell Operational logs ")
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logging.error(traceback.format_exc())
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try :
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#EvtxDetection.multiprocess(powershell_path_list,EvtxDetection.detect_events_powershell_log,input_timezone,timestart,timeend)
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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))
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pwsh.start()
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process_list.append(pwsh)
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except IOError :
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print("Error Analyzing Powershell logs : ", end='')
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print("File Path Does Not Exist")
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except Exception as e:
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print("Error Analyzing Powershell logs ")
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logging.error(traceback.format_exc())
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try :
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#EvtxDetection.multiprocess(terminal_path_list,EvtxDetection.detect_events_TerminalServices_LocalSessionManager_log,input_timezone,timestart,timeend)
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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))
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terminal.start()
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process_list.append(terminal)
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except IOError :
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print("Error Analyzing TerminalServices LocalSessionManager logs: ", end='')
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print("File Path Does Not Exist")
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except Exception as e:
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print("Error Analyzing TerminalServices LocalSessionManager logs")
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logging.error(traceback.format_exc())
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try :
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#EvtxDetection.multiprocess(terminal_path_list,EvtxDetection.detect_events_TerminalServices_LocalSessionManager_log,input_timezone,timestart,timeend)
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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))
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terminal_client.start()
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process_list.append(terminal_client)
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except IOError :
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print("Error Analyzing TerminalServices RDP Client logs: ", end='')
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print("File Path Does Not Exist")
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except Exception as e:
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print("Error Analyzing TerminalServices RDP Client logs")
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logging.error(traceback.format_exc())
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try:
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#EvtxDetection.multiprocess(scheduledtask_path_list,EvtxDetection.detect_events_scheduled_task_log,input_timezone,timestart,timeend)
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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))
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scheduled.start()
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process_list.append(scheduled)
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except IOError :
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print("Error Analyzing Scheduled Task logs : ", end='')
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print("File Path Does Not Exist")
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except Exception as e:
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print("Error Analyzing Scheduled Task logs ")
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logging.error(traceback.format_exc())
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try:
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#EvtxDetection.multiprocess(defender_path_list,EvtxDetection.detect_events_windows_defender_log,input_timezone,timestart,timeend)
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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))
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defen.start()
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process_list.append(defen)
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except IOError :
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print("Error Analyzing Windows Defender logs : ", end='')
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print("File Path Does Not Exist")
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except Exception as e:
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print("Error Analyzing Windows Defender logs ")
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logging.error(traceback.format_exc())
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try:
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#EvtxDetection.multiprocess(winrm_path_list,EvtxDetection.detect_events_Microsoft_Windows_WinRM,input_timezone,timestart,timeend)
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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))
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winrm.start()
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process_list.append(winrm)
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except IOError :
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print("Error Analyzing WinRM logs : ", end='')
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print("File Path Does Not Exist")
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except Exception as e:
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print("Error Analyzing WinRM logs ")
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logging.error(traceback.format_exc())
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try:
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#EvtxDetection.multiprocess(sysmon_path_list,EvtxDetection.detect_events_Sysmon_log,input_timezone,timestart,timeend)
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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))
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sysmon.start()
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process_list.append(sysmon)
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except IOError :
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print("Error Analyzing Sysmon logs ")
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print("File Path Does Not Exist")
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except Exception as e:
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print("Error Analyzing Sysmon logs ")
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logging.error(traceback.format_exc())
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try:
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#EvtxDetection.multiprocess(group_policy_path_list,EvtxDetection.detect_events_group_policy_log,input_timezone,timestart,timeend)
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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))
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gp.start()
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process_list.append(gp)
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except IOError :
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print("Error Analyzing Group Policy logs ")
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print("File Path Does Not Exist")
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#except Exception as e:
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# print("Error Analyzing Group Policy logs ")
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# logging.error(traceback.format_exc())
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try:
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#EvtxDetection.multiprocess(SMB_SERVER_path_list,EvtxDetection.detect_events_SMB_Server_log,input_timezone,timestart,timeend)
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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))
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smbserv.start()
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process_list.append(smbserv)
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except IOError :
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print("Error Analyzing SMB Server logs ")
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print("File Path Does Not Exist")
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except Exception as e:
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print("Error Analyzing Group Policy logs ")
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logging.error(traceback.format_exc())
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try:
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#EvtxDetection.multiprocess(SMB_CLIENT_path_list,EvtxDetection.detect_events_SMB_Client_log,input_timezone,timestart,timeend)
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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))
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smbcli.start()
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process_list.append(smbcli)
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except IOError :
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print("Error Analyzing SMB Client logs ")
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print("File Path Does Not Exist")
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|
||||||
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()
|
|
||||||
Loading…
Reference in new issue