Python

A self-training, locally hosted phishing and malicious URL detector that combines machine learning, rule-based analysis, threat intelligence and AI into a single decision engine.

The problem it solves

Most URL checkers either look only at a blocklist — blind to fresh attacks — or return a single black-box score with no stated reasoning. URL Guard does both, and adds the judgement of a SOC analyst on top: it reads every piece of evidence, resolves the contradictions between them, and produces a reasoned verdict with a confidence score.