LogSentrix is a Python-based tool designed to analyze Windows Event Logs in real-time and detect suspicious activities such as failed logins, unusual behavior, and potential security threats.
- Read live Windows Event Logs
- Detect login attempts (success & failure)
- Convert logs into structured JSON
- Risk analysis engine (planned)
- Modular architecture for scalability
- Python
- pywin32 (win32evtlog)
- JSON
Work in Progress – Core log reading implemented, advanced analysis coming soon.
log_reader.py→ Reads Windows logstranslator.py→ Converts raw logs to structured formatrisk_engine.py→ Detects suspicious patterns
- Real-time monitoring dashboard
- AI-based anomaly detection
- Export reports (PDF/CSV)
This tool is for educational and ethical cybersecurity purposes only.
Yogesh Mondal