2 papers
cs.CR2025
Constrained Network Adversarial Attacks: Validity, Robustness, and Transferability
Anass Grini, Oumaima Taheri, Btissam El Khamlichi +1
While machine learning has significantly advanced Network Intrusion Detection Systems (NIDS), particularly within IoT environments where devices generate large volumes of data and…
cs.CR2025
HPAC-IDS: A Hierarchical Packet Attention Convolution for Intrusion Detection System
Anass Grini, Btissam El Khamlichi, Abdellatif El Afia +1
This research introduces a robust detection system against malicious network traffic, leveraging hierarchical structures and self-attention mechanisms. The proposed system includes…