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cs.CV2026
AdvFD: Boosting Visual Generation via Adversarial Fr'echet Distance Loss
Mingju Gao, Jingkai Zhou, Kun Gai +2
Fréchet distance has recently emerged as an effective distribution-level objective for generator post-training, complementing the conventional sample-level diffusion and flow-match…
cs.CV2025
ScoreAdv: Score-based Targeted Generation of Natural Adversarial Examples via Diffusion Models
Chihan Huang, Hao Tang
Despite the success of deep learning across various domains, it remains vulnerable to adversarial attacks. Although many existing adversarial attack methods achieve high success ra…