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PhishLoop

Most phishing filters guess. PhishLoop shows its work.

Security Suite#Cybersecurity#AI#Phishing#EmailSecurity
About This Product

Email threat detection that scores every message and explains exactly why in under half a second, plus a built-in phishing-awareness training loop for employees

AI Feature

A three-stage cascade of deterministic rules, a calibrated LightGBM classifier, and multimodal QR/OCR analysis, with SHAP explanations attached to every verdict

Key Features
  • Three-stage detection cascade (rules → ML → multimodal)
  • Explainable verdicts with triggered rules and reason codes
  • QR-code and image phishing detection (98.85% accuracy)
  • Adaptive phishing-awareness simulations for employees
  • SOC and trusted-user feedback loops
  • FastAPI backend, deployable with docker-compose