63 citations · 96 across the 8 of their papers we have counts for
4 papers · 1 filter
Cross-Modal Transferable Adversarial Attacks from Images to Videos
Zhipeng Wei, Jingjing Chen, Zuxuan Wu +1
Recent studies have shown that adversarial examples hand-crafted on one white-box model can be used to attack other black-box models. Such cross-model transferability makes it feas…
Attacking Video Recognition Models with Bullet-Screen Comments
Kai Chen, Zhipeng Wei, Jingjing Chen +2
Recent research has demonstrated that Deep Neural Networks (DNNs) are vulnerable to adversarial patches which introduce perceptible but localized changes to the input. Nevertheless…
Boosting the Transferability of Video Adversarial Examples via Temporal Translation
Zhipeng Wei, Jingjing Chen, Zuxuan Wu +1
Although deep-learning based video recognition models have achieved remarkable success, they are vulnerable to adversarial examples that are generated by adding human-imperceptible…
Towards Transferable Adversarial Attacks on Vision Transformers
Zhipeng Wei, Jingjing Chen, Micah Goldblum +3
Vision transformers (ViTs) have demonstrated impressive performance on a series of computer vision tasks, yet they still suffer from adversarial examples. % crafted in a similar fa…