mirror of
https://github.com/mukul975/Anthropic-Cybersecurity-Skills.git
synced 2026-06-16 07:53:18 +03:00
496 lines
18 KiB
Python
496 lines
18 KiB
Python
#!/usr/bin/env python3
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"""
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DCOM Lateral Movement Detection Script
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Parses Windows Security and Sysmon event logs to detect DCOM-based lateral movement
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via MMC20.Application, ShellWindows, and ShellBrowserWindow COM object abuse.
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MITRE ATT&CK: T1021.003 (Remote Services: Distributed Component Object Model)
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Usage:
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python detect_dcom_lateral_movement.py --evtx <path_to_sysmon_evtx>
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python detect_dcom_lateral_movement.py --evtx <sysmon.evtx> --security <security.evtx>
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python detect_dcom_lateral_movement.py --evtx <sysmon.evtx> --json --output results.json
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Requirements:
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pip install python-evtx lxml
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"""
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import argparse
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import json
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import sys
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import os
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from datetime import datetime, timedelta
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from collections import defaultdict
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try:
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import Evtx.Evtx as evtx
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import Evtx.Views as evtx_views
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from lxml import etree
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except ImportError:
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print("[!] Required packages not found. Install with: pip install python-evtx lxml")
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sys.exit(1)
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# DCOM-related COM object CLSIDs
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DCOM_CLSIDS = {
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"{49B2791A-B1AE-4C90-9B8E-E860BA07F889}": "MMC20.Application",
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"{9BA05972-F6A8-11CF-A442-00A0C90A8F39}": "ShellWindows",
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"{C08AFD90-F2A1-11D1-8455-00A0C91F3880}": "ShellBrowserWindow",
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"{00024500-0000-0000-C000-000000000046}": "Excel.Application",
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"{0006F03A-0000-0000-C000-000000000046}": "Outlook.Application",
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}
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# Suspicious child processes when spawned by DCOM parent processes
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SUSPICIOUS_CHILDREN = [
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"cmd.exe", "powershell.exe", "pwsh.exe", "wscript.exe",
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"cscript.exe", "mshta.exe", "rundll32.exe", "regsvr32.exe",
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"certutil.exe", "bitsadmin.exe", "msbuild.exe",
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]
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# DCOM parent processes that spawn child processes during lateral movement
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DCOM_PARENTS = ["mmc.exe", "dllhost.exe", "explorer.exe", "svchost.exe"]
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SYSMON_NS = "http://schemas.microsoft.com/win/2004/08/events/event"
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def parse_sysmon_event(record_xml):
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"""Parse a Sysmon event record XML into a dictionary."""
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try:
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root = etree.fromstring(record_xml)
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except etree.XMLSyntaxError:
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return None
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ns = {"e": SYSMON_NS}
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event = {}
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system = root.find(".//e:System", ns)
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if system is not None:
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event_id_elem = system.find("e:EventID", ns)
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event["EventID"] = int(event_id_elem.text) if event_id_elem is not None else 0
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time_elem = system.find("e:TimeCreated", ns)
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if time_elem is not None:
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event["TimeCreated"] = time_elem.get("SystemTime", "")
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computer_elem = system.find("e:Computer", ns)
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event["Computer"] = computer_elem.text if computer_elem is not None else ""
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event_data = root.find(".//e:EventData", ns)
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if event_data is not None:
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for data in event_data.findall("e:Data", ns):
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name = data.get("Name", "")
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value = data.text or ""
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event[name] = value
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return event
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def is_dcom_parent(image_path):
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"""Check if the process image is a known DCOM parent."""
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if not image_path:
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return False
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image_lower = image_path.lower()
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return any(parent in image_lower for parent in DCOM_PARENTS)
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def is_suspicious_child(image_path):
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"""Check if the process image is a suspicious child for DCOM context."""
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if not image_path:
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return False
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image_lower = image_path.lower()
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return any(child in image_lower for child in SUSPICIOUS_CHILDREN)
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def check_dcomllaunch_parent(command_line):
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"""Check if the parent command line indicates DcomLaunch service."""
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if not command_line:
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return False
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return "dcomlaunch" in command_line.lower()
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def detect_dcom_process_creation(events):
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"""
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Detect DCOM lateral movement via Sysmon Event ID 1 (Process Create).
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Looks for DCOM parent processes spawning suspicious children.
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"""
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findings = []
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for event in events:
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if event.get("EventID") != 1:
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continue
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parent_image = event.get("ParentImage", "")
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image = event.get("Image", "")
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parent_cmdline = event.get("ParentCommandLine", "")
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cmdline = event.get("CommandLine", "")
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user = event.get("User", "")
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time_created = event.get("TimeCreated", "")
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computer = event.get("Computer", "")
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# Pattern 1: mmc.exe spawning suspicious child (MMC20.Application)
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if "mmc.exe" in parent_image.lower() and is_suspicious_child(image):
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findings.append({
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"timestamp": time_created,
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"computer": computer,
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"detection_type": "MMC20.Application DCOM Lateral Movement",
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"dcom_object": "MMC20.Application",
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"clsid": "{49B2791A-B1AE-4C90-9B8E-E860BA07F889}",
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"parent_image": parent_image,
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"parent_commandline": parent_cmdline,
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"child_image": image,
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"child_commandline": cmdline,
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"user": user,
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"severity": "HIGH",
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"mitre": "T1021.003",
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})
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# Pattern 2: DcomLaunch svchost spawning dllhost or mmc
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if check_dcomllaunch_parent(parent_cmdline) and is_suspicious_child(image):
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findings.append({
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"timestamp": time_created,
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"computer": computer,
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"detection_type": "DcomLaunch Service Spawning Suspicious Process",
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"dcom_object": "Unknown (DcomLaunch)",
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"clsid": "N/A",
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"parent_image": parent_image,
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"parent_commandline": parent_cmdline,
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"child_image": image,
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"child_commandline": cmdline,
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"user": user,
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"severity": "HIGH",
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"mitre": "T1021.003",
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})
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# Pattern 3: explorer.exe spawning cmd/powershell on servers
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# (ShellWindows/ShellBrowserWindow)
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if "explorer.exe" in parent_image.lower() and is_suspicious_child(image):
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# Check if this might be interactive (less suspicious) or DCOM (more suspicious)
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findings.append({
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"timestamp": time_created,
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"computer": computer,
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"detection_type": "ShellWindows/ShellBrowserWindow DCOM Lateral Movement (Requires Correlation)",
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"dcom_object": "ShellWindows or ShellBrowserWindow",
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"clsid": "{9BA05972-F6A8-11CF-A442-00A0C90A8F39} or {C08AFD90-F2A1-11D1-8455-00A0C91F3880}",
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"parent_image": parent_image,
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"parent_commandline": parent_cmdline,
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"child_image": image,
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"child_commandline": cmdline,
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"user": user,
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"severity": "MEDIUM",
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"mitre": "T1021.003",
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})
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# Pattern 4: dllhost.exe spawning suspicious children
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if "dllhost.exe" in parent_image.lower() and is_suspicious_child(image):
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# Extract CLSID from dllhost command line if present
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detected_clsid = "Unknown"
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if "/Processid:" in parent_cmdline:
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clsid_start = parent_cmdline.find("/Processid:") + len("/Processid:")
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detected_clsid = parent_cmdline[clsid_start:].strip().strip("{}")
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detected_clsid = "{" + detected_clsid + "}"
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dcom_name = DCOM_CLSIDS.get(detected_clsid.upper(), "Unknown DCOM Object")
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findings.append({
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"timestamp": time_created,
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"computer": computer,
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"detection_type": "DCOM Object Execution via dllhost.exe",
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"dcom_object": dcom_name,
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"clsid": detected_clsid,
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"parent_image": parent_image,
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"parent_commandline": parent_cmdline,
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"child_image": image,
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"child_commandline": cmdline,
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"user": user,
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"severity": "HIGH",
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"mitre": "T1021.003",
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})
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return findings
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def detect_dcom_network_connections(events):
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"""
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Detect DCOM-related network connections via Sysmon Event ID 3.
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Looks for inbound RPC connections (port 135) to DCOM processes.
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"""
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findings = []
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for event in events:
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if event.get("EventID") != 3:
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continue
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image = event.get("Image", "")
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dest_port = event.get("DestinationPort", "")
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source_ip = event.get("SourceIp", "")
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dest_ip = event.get("DestinationIp", "")
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initiated = event.get("Initiated", "")
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time_created = event.get("TimeCreated", "")
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computer = event.get("Computer", "")
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# Inbound RPC connection (port 135) -- DCOM always starts here
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if dest_port == "135" and initiated.lower() == "false":
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findings.append({
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"timestamp": time_created,
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"computer": computer,
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"detection_type": "Inbound RPC Endpoint Mapper Connection",
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"source_ip": source_ip,
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"destination_ip": dest_ip,
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"destination_port": dest_port,
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"process_image": image,
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"severity": "MEDIUM",
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"mitre": "T1021.003",
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"note": "DCOM communication begins with RPC endpoint mapper query on port 135",
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})
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# DCOM process making outbound connection on high port (dynamic RPC)
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if is_dcom_parent(image) and dest_port and int(dest_port) > 49151:
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findings.append({
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"timestamp": time_created,
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"computer": computer,
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"detection_type": "DCOM Process Dynamic RPC Connection",
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"source_ip": source_ip,
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"destination_ip": dest_ip,
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"destination_port": dest_port,
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"process_image": image,
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"severity": "LOW",
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"mitre": "T1021.003",
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"note": "DCOM process communicating on dynamic RPC port range",
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})
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return findings
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def correlate_network_and_process(process_findings, network_findings, window_seconds=60):
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"""
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Correlate network connections with process creation events.
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A network connection to port 135 followed by DCOM process creation
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within the time window is a strong indicator of lateral movement.
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"""
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correlated = []
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for proc in process_findings:
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proc_time = proc.get("timestamp", "")
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proc_computer = proc.get("computer", "")
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if not proc_time:
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continue
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try:
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proc_dt = datetime.fromisoformat(proc_time.replace("Z", "+00:00"))
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except (ValueError, TypeError):
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continue
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for net in network_findings:
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net_time = net.get("timestamp", "")
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net_computer = net.get("computer", "")
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if not net_time or net_computer != proc_computer:
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continue
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try:
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net_dt = datetime.fromisoformat(net_time.replace("Z", "+00:00"))
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except (ValueError, TypeError):
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continue
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time_diff = abs((proc_dt - net_dt).total_seconds())
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if time_diff <= window_seconds and net_dt <= proc_dt:
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correlated.append({
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"correlation_type": "DCOM Lateral Movement Chain",
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"severity": "CRITICAL",
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"mitre": "T1021.003",
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"computer": proc_computer,
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"network_event": {
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"timestamp": net_time,
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"source_ip": net.get("source_ip"),
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"destination_port": net.get("destination_port"),
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},
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"process_event": {
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"timestamp": proc_time,
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"dcom_object": proc.get("dcom_object"),
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"parent_image": proc.get("parent_image"),
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"child_image": proc.get("child_image"),
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"child_commandline": proc.get("child_commandline"),
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"user": proc.get("user"),
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},
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"time_delta_seconds": round(time_diff, 2),
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})
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return correlated
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def parse_evtx_file(filepath):
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"""Parse a .evtx file and return list of parsed events."""
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events = []
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try:
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with evtx.Evtx(filepath) as log:
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for record in log.records():
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try:
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event = parse_sysmon_event(record.xml())
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if event:
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events.append(event)
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except Exception:
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continue
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except Exception as e:
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print(f"[!] Error parsing {filepath}: {e}")
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return events
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def print_findings(findings, title):
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"""Print findings in a formatted table."""
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if not findings:
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print(f"\n[+] {title}: No findings")
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return
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print(f"\n{'=' * 80}")
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print(f" {title} ({len(findings)} findings)")
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print(f"{'=' * 80}")
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for i, finding in enumerate(findings, 1):
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print(f"\n [{i}] {finding.get('detection_type', 'Unknown')}")
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print(f" Severity: {finding.get('severity', 'N/A')}")
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print(f" MITRE: {finding.get('mitre', 'N/A')}")
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print(f" Time: {finding.get('timestamp', 'N/A')}")
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print(f" Computer: {finding.get('computer', 'N/A')}")
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if "dcom_object" in finding:
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print(f" DCOM Object: {finding['dcom_object']}")
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print(f" CLSID: {finding.get('clsid', 'N/A')}")
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if "parent_image" in finding:
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print(f" Parent: {finding['parent_image']}")
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print(f" Child: {finding.get('child_image', 'N/A')}")
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print(f" Command: {finding.get('child_commandline', 'N/A')[:120]}")
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if "source_ip" in finding:
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print(f" Source IP: {finding['source_ip']}")
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print(f" Dest Port: {finding.get('destination_port', 'N/A')}")
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if "note" in finding:
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print(f" Note: {finding['note']}")
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def print_correlated(correlated):
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"""Print correlated findings."""
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if not correlated:
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print("\n[+] Correlated DCOM Chains: No findings")
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return
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print(f"\n{'=' * 80}")
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print(f" CORRELATED DCOM LATERAL MOVEMENT CHAINS ({len(correlated)} findings)")
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print(f"{'=' * 80}")
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for i, c in enumerate(correlated, 1):
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net = c["network_event"]
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proc = c["process_event"]
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print(f"\n [{i}] {c['correlation_type']}")
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print(f" Severity: {c['severity']}")
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print(f" Target: {c['computer']}")
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print(f" Source IP: {net['source_ip']} -> port {net['destination_port']}")
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print(f" Time Delta: {c['time_delta_seconds']}s")
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print(f" DCOM Object: {proc['dcom_object']}")
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print(f" Process Chain: {proc['parent_image']} -> {proc['child_image']}")
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print(f" Command: {proc.get('child_commandline', 'N/A')[:120]}")
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print(f" User: {proc.get('user', 'N/A')}")
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def main():
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parser = argparse.ArgumentParser(
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description="Detect DCOM lateral movement from Sysmon and Security event logs"
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)
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parser.add_argument(
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"--evtx", required=True,
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help="Path to Sysmon .evtx log file"
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)
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parser.add_argument(
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"--security",
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help="Path to Windows Security .evtx log file (optional, for 4624 correlation)"
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)
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parser.add_argument(
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"--json", action="store_true",
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help="Output results in JSON format"
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)
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parser.add_argument(
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"--output", "-o",
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help="Output file path (default: stdout)"
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)
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parser.add_argument(
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"--correlation-window", type=int, default=60,
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help="Time window in seconds for correlating network and process events (default: 60)"
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)
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args = parser.parse_args()
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if not os.path.exists(args.evtx):
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print(f"[!] File not found: {args.evtx}")
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sys.exit(1)
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print(f"[*] Parsing Sysmon events from: {args.evtx}")
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events = parse_evtx_file(args.evtx)
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print(f"[*] Parsed {len(events)} Sysmon events")
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security_events = []
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if args.security:
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if os.path.exists(args.security):
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print(f"[*] Parsing Security events from: {args.security}")
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security_events = parse_evtx_file(args.security)
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print(f"[*] Parsed {len(security_events)} Security events")
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else:
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print(f"[!] Security log not found: {args.security}")
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print("[*] Analyzing for DCOM lateral movement indicators...")
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process_findings = detect_dcom_process_creation(events)
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network_findings = detect_dcom_network_connections(events)
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correlated = correlate_network_and_process(
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process_findings, network_findings, args.correlation_window
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)
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all_results = {
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"scan_time": datetime.utcnow().isoformat() + "Z",
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"sysmon_log": args.evtx,
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"security_log": args.security or "Not provided",
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"total_events_parsed": len(events) + len(security_events),
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"process_creation_findings": process_findings,
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"network_connection_findings": network_findings,
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"correlated_chains": correlated,
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"summary": {
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"process_detections": len(process_findings),
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"network_detections": len(network_findings),
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"correlated_chains": len(correlated),
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"critical_findings": len([c for c in correlated]),
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"high_findings": len([f for f in process_findings if f.get("severity") == "HIGH"]),
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},
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}
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if args.json:
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output = json.dumps(all_results, indent=2, default=str)
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if args.output:
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with open(args.output, "w") as f:
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f.write(output)
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print(f"[*] JSON results written to: {args.output}")
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else:
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print(output)
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else:
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print(f"\n[*] DCOM Lateral Movement Detection Report")
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print(f"[*] Scan Time: {all_results['scan_time']}")
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print(f"[*] Events Analyzed: {all_results['total_events_parsed']}")
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print_findings(process_findings, "DCOM Process Creation Detections")
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print_findings(network_findings, "DCOM Network Connection Detections")
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print_correlated(correlated)
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print(f"\n{'=' * 80}")
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print(f" SUMMARY")
|
|
print(f"{'=' * 80}")
|
|
s = all_results["summary"]
|
|
print(f" Process Creation Detections: {s['process_detections']}")
|
|
print(f" Network Connection Detections: {s['network_detections']}")
|
|
print(f" Correlated Lateral Movement Chains: {s['correlated_chains']}")
|
|
print(f" Critical Findings: {s['critical_findings']}")
|
|
print(f" High Findings: {s['high_findings']}")
|
|
|
|
if args.output:
|
|
with open(args.output, "w") as f:
|
|
json.dump(all_results, f, indent=2, default=str)
|
|
print(f"\n[*] Full results written to: {args.output}")
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|
|
|
|
|
if __name__ == "__main__":
|
|
main()
|