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Ruikui Wang

2 accepted papers

2024

AGS: Affordable and Generalizable Substitute Training for Transferable Adversarial Attack

AAAI 2024technical

In practical black-box attack scenarios, most of the existing transfer-based attacks employ pretrained models (e.g. ResNet50) as the substitute models. Unfortunately, these substitute models are not always appropriate for transfer-based attacks. Firstly, these models are usually trained on a largesc…

2023

Global-Local Characteristic Excited Cross-Modal Attacks from Images to Videos

AAAI 2023technical

The transferability of adversarial examples is the key property in practical black-box scenarios. Currently, numerous methods improve the transferability across different models trained on the same modality of data. The investigation of generating video adversarial examples with imagebased substitut…