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

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,...