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Get Started Free →Identify, collect, and analyze ransomware attack artifacts to determine the variant, initial access vector, encryption scope, and recovery options.
.claude/skills/investigating-ransomware-attack-artifacts/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-11 | ✗→✓ | ▲ Improved | — | — |
| case-12 | ✗→✓ | ▲ Improved | — | — |
| case-08 | ✗→✓ | ▲ Improved | — | — |
| case-04 | ✗→✓ | ▲ Improved | — | — |
| case-02 | ✗→✓ | ▲ Improved | — | — |
bash# CRITICAL: Do NOT restart systems. Preserve memory first if possible. # Encryption keys may still be in memory. # Capture memory from running systems # Windows: DumpIt.exe (generates memory.raw) # Linux: sudo insmod lime.ko "path=/evidence/memory.lime format=lime" # Collect ransom note cp /mnt/evidence/Users/*/Desktop/README*.txt /cases/case-2024-001/ransomware/ransom_notes/ cp /mnt/evidence/Users/*/Desktop/DECRYPT*.txt /cases/case-2024-001/ransomware/ransom_notes/ cp /mnt/evidence/Users/*/Desktop/HOW_TO*.txt /cases/case-2024-001/ransomware/ransom_notes/ find /mnt/evidence/ -name "*.hta" -o -name "*DECRYPT*" -o -name "*RANSOM*" -o -name "*README*" \ 2>/dev/null | head -20 > /cases/case-2024-001/ransomware/note_locations.txt # Collect sample encrypted files (for identification) find /mnt/evidence/Users/ -name "*.encrypted" -o -name "*.locked" -o -name "*.crypted" \ -o -name "*.crypt" -o -name "*.enc" | head -10 > /cases/case-2024-001/ransomware/encrypted_samples.txt # Copy sample encrypted files mkdir -p /cases/case-2024-001/ransomware/samples/ head -5 /cases/case-2024-001/ransomware/encrypted_samples.txt | while read f; do cp "$f" /cases/case-2024-001/ransomware/samples/ done # Identify ransomware variant using file extension and ransom note python3 << 'PYEOF' import os, hashlib, json ransomware_indicators = { '.lockbit': 'LockBit', '.blackcat': 'BlackCat/ALPHV', '.royal': 'Royal', '.akira': 'Akira', '.clop': 'Cl0p', '.conti': 'Conti', '.ryuk': 'Ryuk', '.revil': 'REvil/Sodinokibi', '.maze': 'Maze', '.phobos': 'Phobos', '.dharma': 'Dharma/CrySIS', '.stop': 'STOP/Djvu', '.hive': 'Hive', '.blackbasta': 'Black Basta', '.play': 'Play', } # Check encrypted file extensions samples_dir = '/cases/case-2024-001/ransomware/samples/' for f in os.listdir(samples_dir): ext = os.path.splitext(f)[1].lower() variant = ransomware_indicators.get(ext, 'Unknown') sha256 = hashlib.sha256(open(os.path.join(samples_dir, f), 'rb').read()).hexdigest() print(f"File: {f}") print(f" Extension: {ext}") print(f" Suspected Variant: {variant}") print(f" SHA-256: {sha256}") print() # Parse ransom note for IoCs note_dir = '/cases/case-2024-001/ransomware/ransom_notes/' for note in os.listdir(note_dir): with open(os.path.join(note_dir, note), 'r', errors='ignore') as f: content = f.read() print(f"\n=== Ransom Note: {note} ===") # Extract bitcoin addresses import re btc = re.findall(r'[13][a-km-zA-HJ-NP-Z1-9]{25,34}|bc1[a-zA-HJ-NP-Z0-9]{25,39}', content) tor = re.findall(r'[a-z2-7]{56}\.onion', content) emails = re.findall(r'[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}', content) if btc: print(f" Bitcoin addresses: {btc}") if tor: print(f" Tor addresses: {tor}") if emails: print(f" Contact emails: {emails}") PYEOF
bash# Find the earliest encrypted file (encryption start time) find /mnt/evidence/ -name "*.encrypted" -printf '%T+ %p\n' 2>/dev/null | sort | head -5 \ > /cases/case-2024-001/ransomware/encryption_start.txt # Find the latest encrypted file (encryption end time) find /mnt/evidence/ -name "*.encrypted" -printf '%T+ %p\n' 2>/dev/null | sort -r | head -5 \ > /cases/case-2024-001/ransomware/encryption_end.txt # Analyze Prefetch for ransomware executable ls /mnt/evidence/Windows/Prefetch/ | grep -iE "(encrypt|ransom|lock|crypt)" \ > /cases/case-2024-001/ransomware/prefetch_hits.txt # Check Windows Event Logs for key events python3 << 'PYEOF' import json from evtx import PyEvtxParser # Security log - authentication and access events parser = PyEvtxParser("/cases/case-2024-001/evtx/Security.evtx") attack_events = [] for record in parser.records_json(): data = json.loads(record['data']) event_id = str(data['Event']['System']['EventID']) timestamp = data['Event']['System']['TimeCreated']['#attributes']['SystemTime'] # Key events for ransomware investigation if event_id in ('4624', '4625', '4648', '4672', '4697', '4698', '4688', '1102'): event_data = data['Event'].get('EventData', {}) attack_events.append({ 'time': timestamp, 'event_id': event_id, 'data': json.dumps(event_data, default=str)[:200] }) # Sort and display timeline attack_events.sort(key=lambda x: x['time']) print("=== RANSOMWARE ATTACK TIMELINE ===\n") for event in attack_events[-50:]: print(f" [{event['time']}] EventID {event['event_id']}: {event['data'][:150]}") PYEOF # Check for Volume Shadow Copy deletion (common ransomware behavior) # Look for vssadmin.exe or wmic shadowcopy in event logs and Prefetch grep -l "vssadmin" /cases/case-2024-001/evtx/*.evtx 2>/dev/null ls /mnt/evidence/Windows/Prefetch/ | grep -i "vssadmin\|wmic\|bcdedit\|wbadmin"
bash# Check for common ransomware initial access vectors # RDP brute force python3 << 'PYEOF' import json from evtx import PyEvtxParser from collections import defaultdict parser = PyEvtxParser("/cases/case-2024-001/evtx/Security.evtx") failed_rdp = defaultdict(int) successful_rdp = [] for record in parser.records_json(): data = json.loads(record['data']) event_id = str(data['Event']['System']['EventID']) event_data = data['Event'].get('EventData', {}) timestamp = data['Event']['System']['TimeCreated']['#attributes']['SystemTime'] if event_id == '4625': # Failed logon logon_type = str(event_data.get('LogonType', '')) if logon_type == '10': # RDP source_ip = event_data.get('IpAddress', 'Unknown') failed_rdp[source_ip] += 1 if event_id == '4624': # Successful logon logon_type = str(event_data.get('LogonType', '')) if logon_type in ('10', '3'): # RDP or Network source_ip = event_data.get('IpAddress', 'Unknown') username = event_data.get('TargetUserName', 'Unknown') successful_rdp.append({'time': timestamp, 'user': username, 'ip': source_ip, 'type': logon_type}) print("=== FAILED RDP ATTEMPTS ===") for ip, count in sorted(failed_rdp.items(), key=lambda x: x[1], reverse=True)[:10]: print(f" {ip}: {count} failed attempts") print(f"\n=== SUCCESSFUL NETWORK/RDP LOGONS ===") for logon in successful_rdp[-20:]: type_name = 'RDP' if logon['type'] == '10' else 'Network' print(f" [{logon['time']}] {logon['user']} from {logon['ip']} ({type_name})") PYEOF # Check for phishing-related artifacts # Browser downloads, email attachments, Office macros find /mnt/evidence/Users/*/Downloads/ -name "*.exe" -o -name "*.dll" -o -name "*.js" \ -o -name "*.vbs" -o -name "*.hta" -o -name "*.ps1" 2>/dev/null \ > /cases/case-2024-001/ransomware/suspicious_downloads.txt # Check PowerShell execution ls /mnt/evidence/Windows/Prefetch/ | grep -i powershell
bash# Count encrypted files by directory find /mnt/evidence/ -name "*.encrypted" 2>/dev/null | \ awk -F/ '{OFS="/"; NF--; print}' | sort | uniq -c | sort -rn | head -20 \ > /cases/case-2024-001/ransomware/encryption_scope.txt # Check if Volume Shadow Copies survived vssadmin list shadows 2>/dev/null > /cases/case-2024-001/ransomware/vss_status.txt # Check for backup integrity find /mnt/evidence/ -name "*.bak" -o -name "*.backup" 2>/dev/null | head -20 # Check No More Ransom project for available decryptors # https://www.nomoreransom.org/en/decryption-tools.html echo "Check https://www.nomoreransom.org/ for decryption tools" \ > /cases/case-2024-001/ransomware/decryption_options.txt # Attempt to recover encryption keys from memory dump if [ -f /cases/case-2024-001/memory/memory.raw ]; then # Search for AES key schedules in memory vol -f /cases/case-2024-001/memory/memory.raw yarascan \ --yara-rules 'rule AES_Key { strings: $aes = { 63 7C 77 7B F2 6B 6F C5 30 01 67 2B FE D7 AB 76 } condition: $aes }' \ > /cases/case-2024-001/ransomware/aes_key_search.txt # Search for RSA key material vol -f /cases/case-2024-001/memory/memory.raw yarascan \ --yara-rules 'rule RSA_Key { strings: $rsa = "RSA PRIVATE KEY" condition: $rsa }' \ > /cases/case-2024-001/ransomware/rsa_key_search.txt fi
bash# Generate comprehensive ransomware investigation report cat << 'REPORT' > /cases/case-2024-001/ransomware/investigation_report.txt RANSOMWARE INCIDENT INVESTIGATION REPORT ========================================== Case Number: 2024-001 Date: $(date -u) Analyst: [Examiner Name] 1. INCIDENT OVERVIEW - Ransomware Variant: [Identified variant] - First Encryption: [Timestamp from earliest encrypted file] - Last Encryption: [Timestamp from latest encrypted file] - Systems Affected: [Count] - Data Encrypted: [Volume estimate] 2. INITIAL ACCESS VECTOR - Method: [RDP brute force / Phishing / Exploit / etc.] - Entry Point: [System and IP] - Timestamp: [First unauthorized access] - Credentials Used: [Account names] 3. ATTACK CHAIN a. Initial Access: [Details] b. Execution: [Ransomware binary details] c. Persistence: [Services, scheduled tasks] d. Privilege Escalation: [Method used] e. Lateral Movement: [Systems accessed, methods] f. Collection/Staging: [Data staging before encryption] g. Impact: [Encryption execution] 4. INDICATORS OF COMPROMISE - Ransomware Binary SHA-256: [Hash] - C2 Servers: [IPs/Domains] - Bitcoin Wallet: [Address] - Tor Site: [.onion address] - Attacker IPs: [Source IPs] 5. RECOVERY ASSESSMENT - Decryptor Available: [Yes/No] - Shadow Copies: [Survived/Deleted] - Backups: [Status and integrity] - Memory Key Recovery: [Attempted/Results] 6. RECOMMENDATIONS - [Remediation steps] - [Prevention measures] - [Monitoring improvements] REPORT
| Concept | Description | |---------|-------------| | Ransomware variant identification | Determining the specific ransomware family from extensions, notes, and behavior | | Double extortion | Attack combining encryption with data theft and threatened public release | | Volume Shadow Copies | Windows backup mechanism often deleted by ransomware to prevent recovery | | Encryption scope | Assessment of which files, directories, and systems were encrypted | | Dwell time | Period between initial access and ransomware deployment (often days to weeks) | | Ransom note IoCs | Bitcoin addresses, Tor sites, and email addresses in ransom demands | | Key recovery | Attempting to extract encryption keys from memory before shutdown | | No More Ransom | Law enforcement initiative providing free decryption tools for some variants |
| Tool | Purpose | |------|---------| | ID Ransomware | Online service identifying ransomware variant from samples | | No More Ransom | Free decryption tools from law enforcement partnerships | | Volatility | Memory forensics for encryption key and malware artifact recovery | | Chainsaw/Hayabusa | Windows Event Log analysis for attack timeline reconstruction | | PECmd | Prefetch analysis confirming ransomware executable execution | | YARA | Pattern matching for ransomware variant identification | | Any.Run/Joe Sandbox | Online malware sandboxes for ransomware behavior analysis | | Capa | Mandiant tool identifying malware capabilities from static analysis |
Scenario 1: LockBit Attack via RDP Trace initial access through RDP brute force in event logs, identify attacker IP and compromised account, follow lateral movement through network logons, find LockBit deployment via PsExec or GPO, document encryption timeline from file timestamps, check for data exfiltration before encryption.
Scenario 2: Phishing-Initiated Ransomware Trace phishing email through browser history and email artifacts, identify malicious attachment execution in Prefetch, follow Cobalt Strike beacon communication in network logs, trace privilege escalation and domain compromise, document ransomware deployment across the network.
Scenario 3: Supply Chain Ransomware Attack Identify the compromised software update mechanism, trace the malicious update distribution in application logs, analyze the ransomware payload delivered via the trusted channel, assess which systems received the update, determine if the vendor was notified.
Scenario 4: Recovery from Partial Encryption Determine which systems and files were encrypted before containment, check for surviving volume shadow copies, verify backup integrity and restoration capability, attempt memory-based key recovery, contact law enforcement for potential decryptor availability.
Ransomware Investigation Summary:
Variant: LockBit 3.0
First Seen: 2024-01-18 02:00:00 UTC
Encryption Duration: 4 hours 23 minutes
Systems Encrypted: 45 out of 200 (containment stopped spread)
Attack Timeline:
2024-01-10 14:32 - RDP brute force from 203.0.113.45 (1,234 attempts)
2024-01-10 15:00 - Successful RDP login as admin_backup
2024-01-12 02:00 - Mimikatz executed (credential dump)
2024-01-12 02:30 - Domain Admin credentials obtained
2024-01-15 03:00 - Data exfiltration (45 GB to 185.x.x.x)
2024-01-18 02:00 - LockBit deployed via PsExec to 45 systems
2024-01-18 06:23 - Encryption completed on affected systems
Recovery Options:
Decryptor: Not available (LockBit 3.0)
Shadow Copies: Deleted on all systems
Backups: Last clean backup 2024-01-09 (9 days of data loss)
Memory Keys: Not recovered (systems rebooted)
IOCs:
Ransomware Hash: a1b2c3d4e5f6...
C2 IP: 185.x.x.x
Bitcoin: bc1q...
Tor: http://lockbit...onion| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-11 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-19 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-22 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-20 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-12 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-08 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-05 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-14 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-07 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-03 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-17 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-04 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-01 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-21 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-13 | pass→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-02 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-18 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-09 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-06 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-10 | pass→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-15 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-16 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted, and 19 counted toward the lift figure. The other 3 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +23 percentage points is the difference between those two pass rates over the 19 comparable cases. 2 cases got worse with the skill loaded, and they are included in that figure.
The per-case answers from this run were removed by the retention sweep, so the case table below shows the verdicts without the text either arm produced. The counts above were recorded at the time and are unaffected. Answers are now kept for 180 days.
Other measured skills in the registry, with their headline benchmark lift.