Sees the attack being planned — before it reaches the surface.
Ghost is Cygy's most differentiated agent. It operates across hidden networks, encrypted channels, and underground marketplaces, turning unstructured criminal communications into structured financial threat intelligence.
The raw signal — read continuously.
Anonymous crawling of Tor and I2P networks — continuously indexing markets and exploit forums.
Open and semi-private Telegram channels and Discord groups where attacks are coordinated.
Newly posted credential dumps — corporate emails, API keys, banking logins, seed phrases.
Dark web escrow services, P2P laundering ads, and ransomware group channels.
The patterns of a financial crime, recognized in milliseconds.
Pre-attack chatter
Rising mentions of a specific institution, protocol, or executive across forums at once.
Credential-dump timing
Large batches posted right after a known breach, signaling rapid monetization.
Coordinated campaigns
The same exploit, wallet, or phishing kit appearing across unrelated forums within hours.
Escrow activation
Spikes in dark web escrow tied to a specific wallet cluster.
Ransomware group behavior
Reused infrastructure, communication style, and wallet structuring matching known actors.
Exploit price drops
A zero-day being discounted fast, signaling imminent deployment.
Phishing-kit reuse
The same template, domain structure, or SSL fingerprint across fake login pages.
Card-dump freshness
Newly posted carding data with recent timestamps, indicating cards still active.
Bot-network spin-up
Sudden registration of similarly named Telegram bots with linked wallets.
Detection is half the job. Action is the rest.
Every action passes through the policy engine before execution — and is logged for audit.
Uses multilingual LLMs to translate underground slang and coded language into clear threat signals.
Matches leaked credentials against your live user database and triggers instant account lockdowns.
Extracts crypto wallet addresses from vendor pages and feeds them straight into Track's blacklist.
Identifies zero-day scripts targeting your specific contracts or infrastructure.
Triggers takedown requests for lookalike phishing domains and exposed repositories.
Pulls ransomware extortion wallets from ransom notes and pushes them to exchange freeze APIs.
Flags stolen card dumps matching your customer base within minutes.
Cross-references P2P laundering ads against wallet clusters already flagged by Track.
Under the hood— for technical readers
Self-hosted multilingual LLMs (Mistral / Llama via Ollama) fine-tuned on underground slang — zero per-token cost; spaCy + GLiNER for entity extraction; sentence-transformers + Qdrant vector search for credential matching (<100ms); CLIP-based vision for parsing screenshots and image posts.
Put Ghost on your front line.
Book a walkthrough tailored to your exposure and watch it run on representative scenarios.