3 papers
cs.CR2026
Towards Intrusion Detection Systems for RPL-based IoT Networks using Foundation Models
Elias Lunderbye, Sourasekhar Banerjee, Christian Rohner +1
AI-based intrusion detection systems (IDS) have shown promise in detecting attacks on IoT systems. In this work, we explore the use of foundation models to detect and identify atta…
cs.LG2026
Quantifying Catastrophic Forgetting in IoT Intrusion Detection Systems
Sourasekhar Banerjee, David Bergqvist, Salman Toor +2
Distribution shifts in attack patterns within RPL-based IoT networks pose a critical threat to the reliability and security of large-scale connected systems. Intrusion Detection Sy…
eess.SP2026
VR-VFL: Joint Rate and Client Selection for Vehicular Federated Learning Under Imperfect CSI
Metehan Karatas, Subhrakanti Dey, Christian Rohner +1
Federated learning in vehicular edge networks faces major challenges in efficient resource allocation, largely due to high vehicle mobility and the presence of imperfect channel st…