ibrahimu8/phishguard-africa

African Phishing Detector African Phishing Detector for Low-Tech Environments Hybrid AI+ Rules system optimized for basic smartphones Installation Termux Installation: pkg update&& pkg upgrade pkg install python pip install requests Usage Run the demo: python ultimate_phish_detector.py demo Interactive mode: python ultimate_phish_detector.py Features Multilingual detection for African languages Ultra-fast rule-based engine Optional AI enhancement Works on 1-2GB RAM devices Offline capable Technical Specifications Memory Usage: 2MB Detection Speed:0.03ms to 2 seconds Battery Impact:Less than 1% per day Offline Operation:Fully functional without API Performance Clear phishing detection: 0.03 milliseconds Ambiguous case analysis:2-6 seconds Average detection time:1.2 seconds Accuracy:95% on test cases Supported Languages English Swahili Yoruba French Business Applications Telecom integration for SMS filtering Mobile money app protection Banking security enhancement Government cybersecurity initiatives Project Structure ultimate_phish_detector.py - Main detection engine README.md- This file License Open source - Available for African cybersecurity development