2 papers
cs.CR2026
MA-IDS: Multi-Agent RAG Framework for IoT Network Intrusion Detection with an Experience Library
Md Shamimul Islam, Luis G. Jaimes, Ayesha S. Dina
Network Intrusion Detection Systems (NIDS) face important limitations. Signature-based methods are effective for known attack patterns, but they struggle to detect zero-day attacks…
cs.AI2026
ALIGNAgent: Adaptive Learner Intelligence for Gap Identification and Next-step guidance
Bismack Tokoli, Luis Jaimes, Ayesha S. Dina
Personalized learning systems have emerged as a promising approach to enhance student outcomes by tailoring educational content, pacing, and feedback to individual needs. However,…