TrojFlow fine-tunes a rectified-flow generator so specific trigger-noise inputs produce attacker-chosen images, keeps benign outputs usable, and qualitatively evades UFID and TERD defenses on CIFAR-10 and CelebA.
Generative adversarial networks,
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TrojFlow: Flow Models are Natural Targets for Trojan Attacks
TrojFlow fine-tunes a rectified-flow generator so specific trigger-noise inputs produce attacker-chosen images, keeps benign outputs usable, and qualitatively evades UFID and TERD defenses on CIFAR-10 and CelebA.