University Library Cyber Security Monitoring Dashboard
LibraShield is a cyber security monitoring system designed to detect suspicious login activities in a university library environment. The project analyzes login logs and identifies potential threats such as brute-force attacks.
✅ Login log monitoring
✅ Brute-force attack detection
✅ Risk scoring system
✅ Interactive security dashboard
✅ Alert generation for suspicious activities
- Python
- Streamlit
- Pandas
- Git & GitHub
bash LibraShield/ │ ├── dashboard/ │ ├── app.py │ └── style.css │ ├── data/ │ └── raw/ │ └── login_logs.csv │ ├── detection/ │ └── rules.py │ └── main.py
The current version uses rule-based detection to identify:
- Multiple failed login attempts
- Brute-force attack patterns
- High-risk suspicious activities
LibraShield is currently under active development 🚀
- Rule-based detection
- Interactive dashboard
- Login log analysis
- Machine learning integration
- Real-time monitoring
- Advanced analytics
- AI-powered threat detection
- Database integration
- Email/SMS alert system
- User behavior analytics
- Enhanced dashboard UI
Nafiz Ahmed Efty
Brunel University London
AI | Cyber Security | Data Analytics