A1-lex/salamanet-bot

An AI-Powered Cyber Threat Detection & Monitoring System for African Digital Infrastructure . 🔐 SalamaNET AI AI-Powered Cybersecurity for Africa's Education & Public Sectors SalamaNET AI is a smart, context-aware cybersecurity system built to detect threats, monitor anomalies, and prevent phishing attacks across public and educational institutions in Africa. Our goal is to enhance digital safety through real-time, automated, and locally-relevant AI solutions. 🚨 Problem Statement "Increased cyberthreats due to poor cyber hygiene." Educational and public sector systems in Africa — especially in countries like Kenya — are facing a surge in cyberattacks. Most institutions lack active monitoring tools, suffer from poor password practices, and are unaware of phishing tactics. 🌍 Why It Matters Kenyan examples: Public agency data breaches Schools disrupted by ransomware Leaked citizen data due to weak security practices These events reflect a growing crisis that demands an affordable, intelligent, and homegrown solution. 🤖 The Solution: SalamaNET AI SalamaNET AI is an AI-based platform designed to: 🛡️ Detect phishing attempts in real time 📡 Learn continuously from user feedback ✉️ Empower institutions with actionable visibility into threats ⚙️ How It Works (MVP / Phase 1) Right now, the MVP (Minimum Viable Product) focuses on phishing detection and learning: User enters message → Model predicts "safe" or "phishing" + confidence ↘ User feedback (correct/incorrect) ↘ Feedback logged & used for retraining Key Features: ✅ Message classification (phishing/safe + confidence score) ✅ User feedback system (mark predictions as correct/incorrect) ✅ Retraining loop (model improves once enough new feedback is collected) ✅ Admin log viewer (daily summaries, filter by model version, view history) 📂 Project Structure salamanet_ai/ │── app.py # Flask web app │── retrain_if_needed.py # CLI helper for retraining │── train_sklearn.py # Training script (TF-IDF + Logistic Regression) │── predictions_log.csv # Saved predictions │── feed …