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🛡️ DeTracker Privacy Swarm

Collaborative Intelligence against Browser Exploitation

DeTracker is not a simple "ad-blocker". It is a decentralized security engine that uses an Extended Kalman Filter (EKF) and Deterministic Finite Automata (DFA) to identify and neutralize malicious behavioral patterns in real-time.

DeTracker Hero Mockup

🚀 The Difference: "Intelligence vs. Lists"

Traditional blockers rely on static blacklists that are often outdated. DeTracker observes the trajectory of script behavior:

  • EKF Engine: A mathematical model that calculates the probability of malice based on injection speed, interaction volume, and cross-site intent.
  • Surgical DOM Defense: Automatically identifies and destroys invisible overlays and click-hijackers.
  • P2P Swarm: When one peer identifies a new threat, the "imprint" is shared across the swarm via WebRTC, protecting everyone instantly without a central server.

🔒 Privacy First (Zero-Knowledge)

  • Local Execution: The EKF/WASM engine runs entirely in your browser.
  • No Personal Data: The swarm only shares "Behavioral Imprints" (mathematical hashes of script behavior), never your history or identity.
  • Open Transparency: Audit every block through the Forensic Dashboard.

🛠️ Technology Stack

  • Core: JavaScript / WebAssembly (EKF Engine)
  • P2P: WebRTC / WebSocket Signaling
  • Storage: IndexedDB (Massive Forensic Logs)
  • Network: Chrome Declarative Net Request (DNR)

⚖️ Legal & Transparency

This project is built for users who want to take back control of their browsing experience.


Built with ❤️ for a cleaner, safer web.

About

Stochastic Privacy Intrusion Detection System (IDS) & Tracker Blocker for Chrome. Detracker is a privacy-first browser extension designed to protect users from modern tracking techniques. DeTracker uses a probabilistic and dynamic engine to identify and neutralize trackers without relying on massive, central blacklists.

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