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Jiafeng Wang

2 accepted papers

2023

Efficient Decision-based Black-box Patch Attacks on Video Recognition

ICCV 2023poster

Although Deep Neural Networks (DNNs) have demonstrated excellent performance, they are vulnerable to adversarial patches that introduce perceptible and localized perturbations to the input. Generating adversarial patches on images has received much attention, while adversarial patches on videos have…

Cited by 23PDFScholar
2022

Efficient Universal Shuffle Attack for Visual Object Tracking

ICASSP 2022accepted

Recently, adversarial attacks have been applied in visual object tracking to deceive deep trackers by injecting imperceptible perturbations into video frames. However, previous work only generates the video-specific perturbations, which restricts its application scenarios. In addition, existing atta…

Cited by 0SourceScholar