AIBearisharXiv – CS AI · May 127/10
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Control Your View: High-Resolution Global Semantic Manipulation in Learned Image Compression
Researchers have developed PGD²-GSM, a novel adversarial attack method that successfully performs high-resolution global semantic manipulation on learned image compression systems for the first time. The breakthrough uses a Periodic Geometric Decay schedule to overcome limitations in existing attack methods, exposing a critical vulnerability in DNN-based compression systems that previous techniques could not achieve.