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Signature Knowledge Shielding: Protecting Antivirus Detection Knowledge through Robust Embedding Matching

Yang, Jieshuai et al.
arXiv (All) · Papers
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cryptography-and-security
Antivirus (AV) signatures encode valuable detection knowledge accumulated through expert analysis, yet repeated black-box queries can expose this knowledge for unauthorized reuse and targeted evasion. We propose Signature Knowledge Shielding (SKS), a design paradigm that protects existing AV rules,
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