Security Log Analyzer

A user-friendly web app for analyzing security log files, detecting suspicious activity, and visualizing patterns—built with Python and Streamlit.

Features

• Upload and analyze firewall or system logs (CSV format)
• Identify anomalies and suspicious patterns
• Visualize traffic by IP, port, and time
• Interactive, no coding required

Technologies Used

• Python
• Streamlit
• Pandas
• Scikit-learn
• Matplotlib
• Plotly

How to Run

1. Clone this repository
2. Install requirements:
   pip install -r requirements.txt
3. Start the app:
   streamlit run app.py
4. Upload your log file (CSV) and start exploring!

Live Demo

https://tesherakimbrough-security-log-analyzer-dataapp-er5tjf.streamlit.app/

License

MIT

Author

Teshera Kimbrough
linkedin.com/in/tesherakimbrough | https://github.com/tesherakimbrough/security-log-analyzer