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ShadowTrace: Intelligence-Driven Threat Forensics v6.0

ShadowTrace is a state-of-the-art security intelligence platform designed to neutralize phishing, credential exfiltration, and adversarial URL attacks in real-time. Built for the Modern Enterprise, it combines advanced Machine Learning ensemble models with high-fidelity network forensics to protect against sophisticated social engineering.

🚀 Key Enterprise Capabilities

🧠 Multi-Layer AI/ML Intelligence

  • Ensemble Scorer: Orchestrates Gradient Boosting (XGBoost) and Unsupervised Isolation Forests for high-precision detection.
  • Deep Packet Analysis: Real-time evaluation of entropy, homographs, and obfuscated JS indices.
  • Explainable AI (XAI): Full transparency on risk factors for every analysis event.

🛡️ Passive Forensic Audit Suite

  • Infrastructure Privacy Shield: Automatically excludes internal organizational traffic to prevent credential leakage.
  • Real-Time Data Redaction: Server-side scrubbing of captured JWTs, passwords, and API keys before persistent storage.
  • Deep Forensic Inspector: Captures full-spectrum request/response payloads with sensitive data masking in the UI.

🆔 User Attribution & Accountability

  • Gmail Identity Association: Every forensic scan is correlated with the specific user's Gmail ID via chrome.identity.
  • Sovereignty Tracking: Tracks which organizational asset was targeted, enabling rapid incident response.

🖱️ On-Demand Privacy Model

  • Opt-In Protection: Zero auto-scanning. Analysis only occurs when an analyst explicitly triggers a scan via the extension.
  • Silent Mode: Zero background footprint until activated, ensuring analyst privacy and performance.

📊 Command & Control Dashboard

  • Universal Responsive UI: Seamlessly manage security intelligence across Desktop, Tablet, and Mobile.
  • Threat Concentration Matrix: Automated identification of high-risk domains and adversarial TLDs.
  • Security Posture Analytics: Global visualization of organizational risk distribution.

ShadowTrace Enterprise — Defensive Intelligence at Scale.

About

ShadowTrace: Real-time Phishing Intelligence & Deep Forensic Suite. 🧠 Enterprise-grade threat detection engine with server-side credential scrubbing, AI-driven behavioral analysis, and a universal responsive dashboard for SecOps analysts. Built with FastAPI, Next.js, and Chrome Manifest V3.

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