Building a MERN stack system for real-time threat detection by analyzing log files. Using machine learning, it spots anomalies and patterns, alerting admins to security threats instantly. Includes a user-friendly web interface for easy management, enhancing overall system security.
Challenges Faced:
Lack of Sleep: In our dedication to the project, we often neglected proper rest, leading to fatigue and decreased productivity. Balancing our commitment with self-care became crucial as we progressed.
Technology Stack: Initially, our project focused heavily on hardware aspects, neglecting the software requirements. This oversight required us to pivot our approach and incorporate a suitable tech stack to effectively handle the software aspects of the project.
Implementation Hurdles: One of the significant challenges we encountered was implementing the system to collect logs in real-time. This required thorough planning and experimentation to ensure seamless integration with existing systems and efficient data retrieval without disrupting network operations.
Tracks Applied (1)
Polygon
Technologies used
Discussion