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cs.CR2025
Strategic Deflection: Defending LLMs from Logit Manipulation
Yassine Rachidy, Jihad Rbaiti, Youssef Hmamouche +2
With the growing adoption of Large Language Models (LLMs) in critical areas, ensuring their security against jailbreaking attacks is paramount. While traditional defenses primarily…
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…