Data Points

#️⃣ File Hash

Cryptographic fingerprint of a file, used for malware identification.

Cyber

Sources

5 no-auth

Disciplines

that use it

Mission domains

reach

Workbench

open →

native tool

🔧 Native workbench

Open File Hash workbench →Advanced search →Link analysis →

🔎 Live indicators (IoC view)

HASH indicators →IoC dashboard →Search hash →

🔗 Analyst pivots

Malware family →File →Actor →

🔌 Sources that yield File Hash (7)

Source	Category	Auth	Format
abuse.ch SSLBL JA3 Fingerprints Malicious TLS client JA3 fingerprint blocklist.	CERTINT	NONE	`csv`	home↗ api↗
APTnotes Public archive of APT research reports.	APT	NONE	`json`	home↗ api↗
MITRE ATT&CK Groups (STIX) Adversary groups, software and techniques.	APT	NONE	`json`	home↗ api↗
MITRE ATT&CK Software/Actors Adversary tooling & group knowledge base.	ACTORINT	NONE	`json`	home↗ api↗
ORKL Threat Report Library Full-text CTI report library API.	APT	NONE	`json`	home↗ api↗
AlienVault OTX Pulses Community threat-intel pulses (free key).	Threat Analysis	KEY	`json`	home↗ api↗
Malpedia Curated malware family encyclopedia.	MALINT	KEY	`json`	home↗ api↗

🧭 Disciplines

ACTORINT (5) →MALINT (5) →CYBINT (2) →CERTINT (1) →

🎯 Mission Domains

APT / Espionage (6) →Threat Analysis (3) →Nation State (2) →Malware (2) →Ransomware (1) →Cyber Crime (1) →

🔍 Lookup

🔄 Live Datasets & APIs (5 key-free · ingestible)

Dataset / API	Format	Endpoint
abuse.ch SSLBL JA3 Fingerprints	`csv`	https://sslbl.abuse.ch/blacklist/ja3_fingerprints.csv	collect
APTnotes	`json`	https://raw.githubusercontent.com/aptnotes/data/master/APTno	collect
MITRE ATT&CK Groups (STIX)	`json`	https://raw.githubusercontent.com/mitre/cti/master/enterpris	collect
MITRE ATT&CK Software/Actors	`json`	https://raw.githubusercontent.com/mitre/cti/master/enterpris	collect
ORKL Threat Report Library	`json`	https://orkl.eu/api/v1/library/entries	collect

Run Auto-Collect Datasets Hub Import

📜 Playbook — File Hash exploitation

Direction — frame the requirement for File Hash: what decision does this support, by when?
Collection — pull the 7 mapped sources (5 free) and the native workbench (open); capture provenance and observe OPSEC.
Processing — normalize, de-duplicate and enrich the collected data.
Analysis — correlate against local holdings; apply ACH; assign confidence.
Dissemination — open a case, draft a report, share via STIX/MISP.
Feedback — set an alert rule / watchlist to monitor for change.

⚡ AI Skills & Automation

🤖 Copilot brief ⚡ AI Skills Resolve Enrich Auto-Collect Hunt Report Export

Automate unattended via the cron pipeline (collect → ingest → resolve → enrich → score → alert).

🗃 Data Management

+ Case + Campaign Watchlist Tag Save search Whitelist Export STIX/MISP Report

🧩 Advanced Capabilities

Link Analysis Pivot Explorer Timeline Threat Hunting Analytics Detection Rules Blockchain OSINT Pivot Passive DNS TAXII 2.1 MISP Feed Create Alert Rule NetFlow Coverage & Gaps

✨ Enrichment pathways

Enrichment Runner →Resolve locally →Enrichment → local →Integrations →

🎫 File Hash

A file hash is a fixed-length cryptographic digest (MD5, SHA-1, SHA-256) or fuzzy/import hash (ssdeep, imphash, TLSH) that uniquely fingerprints a file's contents. It matters because it is the atomic IOC for identifying known-bad binaries, deduplicating samples, and pivoting to malware families and campaigns.

Format: 32/40/64 hex chars (MD5/SHA-1/SHA-256); imphash 32 hex; ssdeep chunked base64 (blocksize:hash:hash); TLSH 70 hex; authentihash for PE signing.

📡 How it is collected

EDR/AV telemetry and quarantine logs
Sandbox detonation output (Cuckoo/CAPE)
Email gateway & proxy attachment logging
Threat-intel feeds and ISAC sharing
Static computation over collected file corpus
Memory dumps and forensic disk images

📚 Enrichment & validation sources

VirusTotal →MalwareBazaar (abuse.ch) →Hybrid Analysis →Malshare →Triage (tria.ge) →NSRL (NIST) known-good hashes →ThreatFox →Intezer Analyze →URLhaus payload hashes →

🔗 Pivot to

Malware Family →File / Document →dp_certificate (signing cert) →dp_ip (C2) →dp_url (distribution) →actor-profile / campaign →dp_cve (exploited) →

🧩 Analysis & hunting techniques

Multi-AV consensus & detection-name normalization
Fuzzy-hash (ssdeep/TLSH) similarity clustering
Imphash pivoting on shared import tables
YARA retro-hunt across sample corpus
Known-good filtering via NSRL allowlisting
Code-similarity / genetic analysis (Intezer)
Signer-cert reuse tracking
First-seen / prevalence timelining

🔧 Tools

YARA
ssdeep / TLSH
PE-bear / pefile
CAPA (Mandiant)
Detect It Easy (DIE)
vt-cli
capev2 sandbox

⚡ Workbench actions

Look up multi-source reputation
Detonate in sandbox
Generate YARA rule
Cluster by fuzzy hash
Pivot to C2 infrastructure
Check NSRL known-good
Extract imphash & signer
Retro-hunt corpus

📊 Dashboard KPIs

AV detection ratioFirst-seen date / ageSample prevalence countFuzzy-hash cluster sizeFamily attribution confidence

📂 Open

Hash profile →Data point →IOC workbench →Malware family →Correlate →

Workstation · Copilot · AI Skills · Automation · Playbooks · Lookups · Docs · Reports

🤖 AI Copilot

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📜 Playbook

Open Response Playbook