CTF Forensics & Blockchain
Quick reference for forensics CTF challenges. Each technique has a one-liner here; see supporting files for full details.
Prerequisites
Python packages (all platforms):
pip install volatility3 Pillow numpy matplotlib
Linux (apt):
apt install binwalk foremost libimage-exiftool-perl tshark sleuthkit \
ffmpeg steghide testdisk john pcapfix
macOS (Homebrew):
brew install binwalk exiftool wireshark sleuthkit ffmpeg \
testdisk john-jumbo
Ruby gems (all platforms):
gem install zsteg
Additional Resources
- 3d-printing.md - 3D printing forensics (PrusaSlicer binary G-code, QOIF, heatshrink)
- windows.md - Windows forensics (registry, SAM, event logs, recycle bin, NTFS alternate data streams, USN journal, PowerShell history, Defender MPLog, WMI persistence, Amcache)
- network.md - Network forensics basics (tcpdump, TLS/SSL keylog decryption, TLS master key extraction from coredump, Wireshark, PCAP, port scanning, SMB3 decryption, 5G/NR protocols, WordPress recon, credentials, USB HID steno, BCD encoding, HTTP file upload exfiltration, split archive reassembly via timestamp ordering)
- network-advanced.md - Advanced network forensics (packet interval timing encoding, USB HID mouse/pen drawing recovery, NTLMv2 hash cracking, TCP flag covert channel, DNS last-byte steganography, DNS trailing byte binary encoding, multi-layer PCAP with XOR + ZIP and mDNS key, Brotli decompression bomb seam analysis, SMB RID recycling via LSARPC, Timeroasting MS-SNTP hash extraction)
- disk-and-memory.md - Core disk/memory forensics (Volatility, disk mounting/carving, VM/OVA/VMDK, VMware snapshots, GIMP raw memory dump visual inspection, coredumps, Windows KAPE triage, PowerShell ransomware, Android forensics, Docker container forensics, cloud storage forensics, BSON reconstruction, TrueCrypt/VeraCrypt mounting)
- disk-advanced.md - Advanced disk and memory techniques (deleted partitions, ZFS forensics, GPT GUID encoding, VMDK sparse parsing, memory dump string carving, ransomware key recovery, WordPerfect macro XOR, minidump ISO 9660 recovery, APFS snapshot recovery, RAID 5 XOR recovery, HFS+ resource fork recovery, Kyoto Cabinet hash DB forensics, SQLite edit history reconstruction)
- disk-recovery.md - Disk recovery and extraction patterns (LUKS master key recovery, PRNG timestamp seed brute-force, VBA macro binary recovery, FemtoZip decompression, XFS filesystem reconstruction, tar duplicate entry extraction, nested matryoshka filesystem extraction, anti-carving via null byte interleaving, BTRFS subvolume/snapshot recovery, FAT16 free space data recovery, FAT16 deleted file recovery via Sleuth Kit fls/icat, ext2 orphaned inode recovery via fsck, corrupted ZIP header repair)
- steganography.md - General steganography (binary border stego, PDF multi-layer stego, SVG keyframes, PNG reorder, file overlays, GIF frame diff Morse code, GZSteg + spammimic, spreadsheet frequency recovery, Kitty terminal graphics protocol decoding, ANSI escape sequence steganography, autostereogram solving, two-layer byte+line interleaving, multi-stream video container stego, progressive PNG layered XOR decryption, QR code reconstruction from curved reflection)
- stego-image.md - Image-specific steganography (JPEG unused DQT table LSB, BMP bitplane QR extraction, image puzzle reassembly, F5 JPEG DCT ratio detection, PNG unused palette entry stego, QR code tile reconstruction, seed-based pixel permutation + multi-bitplane QR, JPEG thumbnail pixel-to-text mapping, conditional LSB with pixel filtering, JPEG slack space, nearest-neighbor interpolation stego, RGB parity steganography)
- stego-advanced.md - Advanced steganography part 1: audio and signal techniques (FFT frequency domain, DTMF audio, SSTV+LSB, DotCode barcode, custom frequency dual-tone keypad, multi-track audio differential subtraction, cross-channel multi-bit LSB, audio FFT musical notes, audio metadata octal encoding, nested tar whitespace encoding, DeepSound audio stego with password cracking, audio waveform binary encoding, audio spectrogram hidden QR)
- stego-advanced-2.md - Advanced steganography part 2: video, image transform, and format-specific techniques (video frame accumulation, reversed audio, video frame averaging, JPEG XL TOC permutation steganography, Arnold's Cat Map descrambling, high-resolution SSTV custom FM demodulation, MJPEG FFD9 trailing byte stego, EXIF zlib + Stegano pixel patterns, PDF xref covert channel, ANSI escape code stego, pixel-wise ECB deduplication)
- linux-forensics.md - Linux/app forensics (log analysis, Docker image forensics, attack chains, browser credentials, Firefox history, TFTP, TLS weak RSA, USB audio, Git directory recovery, KeePass v4 cracking, Git reflog/fsck squash recovery, browser artifact analysis (Chrome/Chromium/Firefox history, cookies, downloads, local storage, session restore), corrupted git blob repair via byte brute-force, VBA macro Excel cell data to ELF binary extraction, Python in-memory source recovery via pyrasite)
- signals-and-hardware.md - Hardware signal decoding with decode code (VGA frame parsing, HDMI TMDS symbol decode, DisplayPort 8b/10b + LFSR descrambler), Voyager Golden Record audio, Saleae Logic 2 UART decode, Flipper Zero .sub files, side-channel power analysis (DPA), keyboard acoustic side-channel, CD audio disc image steganography (CIRC de-interleaving + spiral rendering), caps-lock LED Morse code from video, Linux input_event keylogger dump parsing, serial UART from WAV audio, USB MIDI Launchpad grid reconstruction
When to Pivot
- If you recover an encrypted blob and the hard part becomes RSA, AES, or lattice work, switch to
/ctf-crypto.
- If the evidence really points to malware staging, beacon config extraction, or packed samples, switch to
/ctf-malware.
- If the artifact is a web app backup or API dump and the remaining problem is application logic, switch to
/ctf-web.
- If the forensic evidence is really an encoding puzzle, steganography trick, or esoteric format rather than true forensics, switch to
/ctf-misc.
- If you need to trace infrastructure, attribute actors, or investigate public records from forensic findings, switch to
/ctf-osint.
- If the recovered artifact is a compiled binary or firmware that needs disassembly and analysis, switch to
/ctf-reverse.
Quick Start Commands
file suspicious_file
exiftool suspicious_file
binwalk suspicious_file
strings -n 8 suspicious_file
hexdump -C suspicious_file | head
sudo mount -o loop,ro image.dd /mnt/evidence
fls -r image.dd
photorec image.dd
vol3 -f memory.dmp windows.info
vol3 -f memory.dmp windows.pslist
vol3 -f memory.dmp windows.filescan
See disk-and-memory.md for full Volatility plugin reference, VM forensics, and coredump analysis.
Log Analysis
grep -iE "(flag|part|piece|fragment)" server.log
grep "FLAGPART" server.log | sed 's/.*FLAGPART: //' | uniq | tr -d '\n'
sort logfile.log | uniq -c | sort -rn | head
See linux-forensics.md for Linux attack chain analysis and Docker image forensics.
Windows Event Logs (.evtx)
Key Event IDs:
- 1001 - Bugcheck/reboot
- 1102 - Audit log cleared
- 4720 - User account created
- 4781 - Account renamed
RDP Session IDs (TerminalServices-LocalSessionManager):
- 21 - Session logon succeeded
- 24 - Session disconnected
- 1149 - RDP auth succeeded (RemoteConnectionManager, has source IP)
import Evtx.Evtx as evtx
with evtx.Evtx("Security.evtx") as log:
for record in log.records():
print(record.xml())
See windows.md for full event ID tables, registry analysis, SAM parsing, USN journal, and anti-forensics detection.
- NTFS Alternate Data Streams (ADS): Hidden data attached to files via named NTFS streams. Invisible to
dir/Explorer. Detect with fls -r image.dd | grep ":", extract with icat. See windows.md.
When Logs Are Cleared
If attacker cleared event logs, use these alternative sources:
- USN Journal ($J) - File operations timeline (MFT ref, timestamps, reasons)
- SAM registry - Account creation from key last_modified timestamps
- PowerShell history - ConsoleHost_history.txt (USN DATA_EXTEND = command timing)
- Defender MPLog - Separate log with threat detections and ASR events
- Prefetch - Program execution evidence
- User profile creation - First login time (profile dir in USN journal)
See windows.md for detailed parsing code and anti-forensics detection checklist.
Steganography
steghide extract -sf image.jpg
zsteg image.png
stegsolve
-
Binary border stego: Black/white pixels in 1px image border encode bits clockwise
-
FFT frequency domain: Image data hidden in 2D FFT magnitude spectrum; try np.fft.fft2 visualization
-
DTMF audio: Phone tones encoding data; decode with multimon-ng -a DTMF
-
Multi-layer PDF: Check hidden comments, post-EOF data, XOR with keywords, ROT18 final layer
-
SSTV + LSB: SSTV signal may be red herring; check 2-bit LSB of audio samples with stegolsb
-
SVG keyframes: Animation keyTimes/values attributes encode binary/Morse via fill color alternation
-
PNG chunk reorder: Fix chunk order: IHDR → ancillary → IDAT (in order) → IEND
-
File overlays: Check after IEND for appended archives with overwritten magic bytes
-
APNG frame extraction: Animated PNG has multiple frames; extract with apngdis or parse fdAT/fcTL chunks. See steganography.md.
-
PNG height/CRC manipulation: Modify IHDR height field, brute-force until CRC matches to reveal hidden rows. See steganography.md.
-
Pixel coordinate chain stego: Linked-list traversal where R=data byte, G/B=next pixel coordinates. See stego-image.md.
-
AVI frame differential: XOR consecutive video frames to reveal hidden data in pixel differences. See stego-image.md.
-
Custom freq DTMF: Non-standard dual-tone frequencies; generate spectrogram first (ffmpeg -i audio -lavfi showspectrumpic), map custom grid to keypad digits, decode variable-length ASCII
-
JPEG DQT LSB: Unused quantization tables (ID 2, 3) carry LSB-encoded data; access via Image.open().quantization and extract bit 0 from each of 64 values
-
Multi-track audio subtraction: Two nearly-identical audio tracks in MKV/video; sox -m a0.wav "|sox a1.wav -p vol -1" diff.wav cancels shared content, flag appears in spectrogram of difference signal (5-12 kHz band)
-
Packet interval timing: Identical packets with two distinct interval values (e.g., 10ms/100ms) encode binary; filter by interface, compute inter-packet deltas, threshold to bits
See steganography.md, stego-advanced.md, and stego-advanced-2.md for full code examples and decoding workflows.
PDF Analysis
exiftool document.pdf
pdftotext document.pdf -
strings document.pdf | grep -i flag
binwalk document.pdf
Advanced PDF stego (Nullcon 2026 rdctd): Six techniques -- invisible text separators, URI annotations with escaped braces, Wiener deconvolution on blurred images, vector rectangle QR codes, compressed object streams (mutool clean -d), document metadata fields.
See steganography.md for full PDF steganography techniques and code.
Disk / VM / Memory Forensics
sudo mount -o loop,ro image.dd /mnt/evidence
fls -r image.dd && photorec image.dd
tar -xvf machine.ova
7z x disk.vmdk -oextracted "Windows/System32/config/SAM" -r
vol3 -f memory.dmp windows.pslist
vol3 -f memory.dmp windows.cmdline
vol3 -f memory.dmp windows.netscan
vol3 -f memory.dmp windows.dumpfiles --physaddr <addr>
strings -a -n 6 memdump.bin | grep -E "FLAG|SSH_CLIENT|SESS
