A simple baseline that flags a suspect model whenever it repeats a victim model's mistakes performs as well as or better than complex state-of-the-art model fingerprints on existing benchmarks, exposing those benchmarks as too easy.
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Queries, Representation & Detection: The Next 100 Model Fingerprinting Schemes
A simple baseline that flags a suspect model whenever it repeats a victim model's mistakes performs as well as or better than complex state-of-the-art model fingerprints on existing benchmarks, exposing those benchmarks as too easy.