Sharayu S. Pathak Anandi D. Shelke

Continual Learning-Based Detection of Emerging Cyberattacks in Dynamic Network Environment

Modern computer networks continuously change because of cloud services, IoT devices, mobile users, distributed applications, and evolving communication patterns. Conventional machine-learning intrusion detection systems are commonly trained on historical traffic and may degrade when traffic distributions or attack beha...