AbdallahAG

The first documented security gateway built for Arabic, Arabizi, and English — with explainable, multi-threat detection. Each input's embedding is compared against all three anchor sets via cosine similarity. The resulting 3D feature vector feeds a lightweight Logistic Regression classifier — fast, interpretable, and GPU-free. This directly solves the false-positive trap that binary classifiers fall into: a student asking "how does jailbreaking work?" is never mistaken for an attacker.

ThreatLens is a CLI tool for security analysts who are tired of tab-switching between threat intel sources. Query AbuseIPDB, VirusTotal, AlienVault OTX, Shodan, URLScan.io, and NVD in a single command — get a unified verdict and a color-coded Excel report. ✓ Auto-extracts IOCs from raw log files ✓ Modular architecture — add new sources easily ✓ Works with free API tiers, NVD needs no key at all ✓ Export to Excel, JSON, or CSV Open source, built for SOC analysts, IR teams, and threat hunters.