JosephWalter69/SafeMomo

Ghana MoMo Fraud Guard Final Year Computer Science Project Designed to protect millions of mobile money users in Ghana from SMS scams, phishing links, and fake transactions. #SafeMomo # Ghana MoMo Fraud Guard 🛡️ **Final Year Computer Science Project** Protecting mobile money users in Ghana from SMS scams, phishing links, and suspicious transactions. **Live Demo:** your-app-name.streamlit.app ### Features - **SMS Check** – Detects fake/scam messages using DistilBERT (fine-tuned on Ghana-specific data) - **Link Check** – Identifies phishing URLs using XGBoost trained on malicious URL dataset - **Transaction Cross Check** – Flags suspicious patterns using Isolation Forest on PaySim-like data - **User Feedback** – Thumbs up/down to help improve the system over time - **Feature Phone Support** – Simulation of SMS/USSD verification - **History** – View past checks ### Technologies - Streamlit (web app) - Hugging Face (model hosting) - XGBoost & scikit-learn (ML) - Pandas & NumPy (data handling) ### How to Run Locally ```bash git clone github.com cd SafeMomo python -m venv .venv .venv\Scripts\activate pip install -r requirements.txt streamlit run app.py