2 papers
cs.CR2026
FIRCE: A Framework for Intrusion Response and Conformal Evaluation
Seth Barrett, Lin Li, Gokila Dorai +1
Machine learning-based intrusion detection systems deployed in real-world environments frequently suffer from model degradation due to concept drift, where changes in traffic patte…
cs.CR2025
FLARE: Feature-based Lightweight Aggregation for Robust Evaluation of IoT Intrusion Detection
Bradley Boswell, Seth Barrett, Swarnamugi Rajaganapathy +1
The proliferation of Internet of Things (IoT) devices has expanded the attack surface, necessitating efficient intrusion detection systems (IDSs) for network protection. This paper…