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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.CR2025★ 3 cited
Multi-Agent Framework for Threat Mitigation and Resilience in AI-Based Systems
Armstrong Foundjem, Lionel Nganyewou Tidjon, Leuson Da Silva +1
Machine learning (ML) underpins foundation models in finance, healthcare, and critical infrastructure, making them targets for data poisoning, model extraction, prompt injection, a…