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cs.CR2026
GrayShield: Bit-Level Sanitization for Transformer Model Supply-Chain Security
Armstrong Foundjem, Tsung-Hsien Chuang, Foutse Khomh +1
Transformer models such as BERT and Vision Transformer~(ViT) achieve strong performance via densely parameterized attention backbones. However, the least significant bits~(LSBs) of…
cs.CR2024
Diffusion-based Adversarial Purification for Intrusion Detection
Mohamed Amine Merzouk, Erwan Beurier, Reda Yaich +2
The escalating sophistication of cyberattacks has encouraged the integration of machine learning techniques in intrusion detection systems, but the rise of adversarial examples pre…