AI-powered phishing detection
directly from your terminal.
Secure browser-side execution protocol enabled.
PHISHING_DETECTOR
0.1.0_ALPHA
scikit-learn / joblib / numpy
Python ≥ 3.9
Lightweight AI-powered cybersecurity toolkit for phishing detection. SafeTrace is a CLI-first Python package that lets developers scan URLs and text for phishing patterns using machine learning. It ships with auto-training models, zero setup friction, and line-by-line explainability.
Extracts 15 structural features and classifies via Random Forest. Flags suspicious TLDs, keywords, and structure in real-time.
TF-IDF + Logistic Regression + rule-based pattern matching across 5 phishing categories: urgency, threats, impersonation, lures.
Scan entire files of URLs or emails in a single command. pipe-friendly JSON output for CI/CD and security audit workflows.
Models train automatically on first use from synthetic datasets. No manual steps, no API keys, no internet required.
One command. Models auto-train on first use. No config files, no cloud auth, no nonsense.
Pipe any URL or email text directly into the analyzer. JSON output ready for your scripts.
Receive instant risk categorization, confidence scores, and line-by-line threat reasons.