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DFIR
Investigate security incidents by analyzing event logs, network captures, and filesystem artifacts. Detect and reconstruct AD attack chains.
Techniques
| Domain | Key Capabilities |
|---|---|
| Windows Event Logs | EVTX parsing, Event ID correlation, logon tracking, privilege enumeration |
| Network Forensics | PCAP analysis, NTLM extraction, LLMNR/NBT-NS poisoning detection, relay identification |
| Filesystem Forensics | MFT parsing, Prefetch analysis, VSS artifact recovery, Linux persistence, timeline reconstruction |
| AD Attack Detection | Kerberoasting, AS-REP roasting, NTDS dump, NTLM relay, credential theft |
| Memory Forensics | Volatility3 analysis: process trees, file extraction, SID resolution, command lines |
| Hash Analysis | NTLMv2 hash construction from pcap, offline cracking validation |
Workflow
- Inventory evidence — List all artifacts (EVTX, pcap, MFT, prefetch, registry)
- Parse structured data — EVTX with
python-evtx, pcap withtshark, MFT withanalyzeMFT - Identify attack indicators — Key Event IDs, suspicious traffic patterns, anomalous files
- Correlate across sources — Match timestamps, IPs, LogonIDs, and process IDs across artifacts
- Reconstruct timeline — Build chronological attack chain with UTC timestamps
- Answer investigative questions — Map findings to specific incident response queries
Tools
pip install python-evtx windowsprefetch analyzeMFT
brew install wireshark p7zip hashcat| Tool | Purpose |
|---|---|
python-evtx | Parse Windows .evtx files |
tshark | CLI pcap analysis (NTLM, LLMNR, SMB filters) |
analyzeMFT | Parse NTFS Master File Table |
windowsprefetch | Parse Windows prefetch files (Windows host only) |
hashcat | Hash cracking (NTLMv2 mode 5600, Kerberos mode 13100/18200) |
volatility3 | Memory dump analysis (pstree, filescan, dumpfiles, getsid, cmdline) |
7z | Extract AES-encrypted evidence ZIPs |
Quick Reference: Key Event IDs
| Event ID | Log | Indicates |
|---|---|---|
| 4624 | Security | Successful logon (check Type + IP mismatch) |
| 4768 | Security | TGT request (PreAuthType=0 → AS-REP roast) |
| 4769 | Security | TGS request (EncType=0x17 → Kerberoast) |
| 4799 | Security | Group membership enumerated (VSS/ntdsutil) |
| 5140 | Security | Network share accessed |
| 7036 | System | Service state change (VSS start → NTDS dump) |
| 325/326/327 | Application | ESENT database create/detach/close |
| 330 | Application | ESENT database file info |
| 3006/3008 | DNS Client Events | DNS query sent/response received (malicious domain lookups) |
| 106/200 | Task Scheduler | Scheduled task created/executed (persistence via schtasks) |
Reference
- windows-event-analysis.md — EVTX parsing patterns and AD attack detection
- network-forensics.md — PCAP analysis for NTLM, LLMNR, relay detection
- filesystem-forensics.md — MFT, Prefetch, VSS artifact analysis
Critical Rules
- Answer formatting: When forensics questions ask for "the value" of a code variable (e.g., PHP
$shell), include language-specific string delimiters and terminators (e.g.,'value';not justvalue). Check placeholder hints for format clues. - For malicious Office OOXML, inspect more than VBA streams: attackers may split staged Base64 or script content across drawing/object descriptors, shared strings, named cells, and hidden UserForm control captions/values.
- When a VBA byte array starts with an
fnstenv/popdecoder stub, convert signed integers to raw bytes and test a Shikata-style rolling XOR decode before treating the shellcode as corrupt. - For legacy Excel BIFF/XLS malware, inspect
BOUNDSHEETrecords forhiddenorvery hiddenworksheets and specifically check for Excel 4.0 macro sheets; changing the hidden-state byte or parsing the sheet directly can expose staged strings and flag fragments that never appear in normal workbook views. - For webshell traffic in PCAPs, recover static keys from the uploaded server-side code first, then decrypt operator tasking before chasing later payloads; if a dropped XOR key file is referenced by a shellcode stage, verify where the encoded region actually starts instead of XORing the whole blob from offset zero.
- PowerShell stager pattern (in-place reverse + base64 + IEX): when a stage-1 PS script does
[array]::Reverse($charArr)followed byFromBase64String("$charArr"), the-joinline is often a red herring — string interpolation of a char array uses$OFS=' 'andFromBase64Stringtolerates whitespace. Reverse the original base64 string (not the joined-with-spaces version) and decode to get stage 2. - Multi-fragment flag exfil: forensic challenges may split a flag across (a) a hardcoded
$partNin the malware that is defined but never referenced (often base64'd), and (b) a field of the captured C2 POST body. Decrypt the body with the static AES key from the leaked stage-2 source (PowerShellEncrypt-StringputsIV‖ciphertextthen base64-wraps); inspect every JSON field for further base64. - All timestamps in UTC — convert from local time zones in pcap/logs. AM/PM trap: 12:XX AM = 00:XX (midnight), 12:XX PM = 12:XX (noon). 12 AM ≠ 01:00.
- Parse EVTX with
python-evtx(XML namespace:http://schemas.microsoft.com/win/2004/08/events/event) - Use
tsharkfor pcap (not scapy for large files) — filter with-Ydisplay filters - Decompress Win10 prefetch (MAM\x04 header) with
dissect.util.compression.lzxpress_huffman - For AES-encrypted ZIPs (compression method 99), use
7znotunzip

