Evolved attack programs cut a composite success–query–distortion score by 8–41% versus best optimized seeds on pHash, PDQ, PhotoDNA, and NeuralHash under a graded black-box oracle.
In: 2022 IEEE International Conference on Cyber Security and Resilience (CSR)
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LLM-Guided Program Evolution for Targeted Black-Box Attacks on Perceptual Hash Algorithms
Evolved attack programs cut a composite success–query–distortion score by 8–41% versus best optimized seeds on pHash, PDQ, PhotoDNA, and NeuralHash under a graded black-box oracle.