Open access
Sep 2026
FakeMark: gradient-guided false watermark claims via robust feature fusion
FakeMark is presented, a gradient-guided false-claim attack for image classifiers that uses a white-box surrogate but never queries or accesses the victim model during attack construction, to motivate provenance-aware, multi-factor ownership protocols.
Yu-Tong Wu, Wen-Yue Li, He-Wang Nie et al.
· Cybersecurity · 0 citations