Chaitanya Singh

A discrete mathematical framework for network intrusion detection with applications to cryptographic network security

Ajay Kumar, Amit Kumar Gupta, Priya Mathur, Chaitanya Singh, Vipin Tiwari

In this paper: As computer networks expand, robust Intrusion Detection Systems (IDS) are crucial. Traditional methods struggle with zero-day attacks and lack interpretability. This study uses the NSL-KDD dataset and...