The 4th Workshop of Adversarial Machine Learning on Computer Vision: Robustness of Foundation Models

Learning to Schedule Resistant to Adversarial Attacks in Diffusion Probabilistic Models Under the Threat of Lipschitz Singularities

Sanghwa Hong

[pdf]

[bibtex]

@InProceedings{Hong_2024_CVPR, author = {Hong, Sanghwa}, title = {Learning to Schedule Resistant to Adversarial Attacks in Diffusion Probabilistic Models Under the Threat of Lipschitz Singularities}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2957-2966} }

Enhancing Targeted Attack Transferability via Diversified Weight Pruning

Hung-Jui Wang,

Yu-Yu Wu,

Shang-Tse Chen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Wang_2024_CVPR, author = {Wang, Hung-Jui and Wu, Yu-Yu and Chen, Shang-Tse}, title = {Enhancing Targeted Attack Transferability via Diversified Weight Pruning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2904-2914} }

Multimodal Attack Detection for Action Recognition Models

Furkan Mumcu,

Yasin Yilmaz

[pdf] [arXiv]

[bibtex]

@InProceedings{Mumcu_2024_CVPR, author = {Mumcu, Furkan and Yilmaz, Yasin}, title = {Multimodal Attack Detection for Action Recognition Models}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2967-2976} }

Large Language Models in Wargaming: Methodology Application and Robustness

Yuwei Chen,

Shiyong Chu

[pdf]

[bibtex]

@InProceedings{Chen_2024_CVPR, author = {Chen, Yuwei and Chu, Shiyong}, title = {Large Language Models in Wargaming: Methodology Application and Robustness}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2894-2903} }

Sharpness-Aware Optimization for Real-World Adversarial Attacks for Diverse Compute Platforms with Enhanced Transferability

Muchao Ye,

Xiang Xu,

Qin Zhang,

Jonathan Wu

[pdf]

[bibtex]

@InProceedings{Ye_2024_CVPR, author = {Ye, Muchao and Xu, Xiang and Zhang, Qin and Wu, Jonathan}, title = {Sharpness-Aware Optimization for Real-World Adversarial Attacks for Diverse Compute Platforms with Enhanced Transferability}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2937-2946} }

Benchmarking Robustness in Neural Radiance Fields

Chen Wang,

Angtian Wang,

Junbo Li,

Alan Yuille,

Cihang Xie

[pdf] [arXiv]

[bibtex]

@InProceedings{Wang_2024_CVPR, author = {Wang, Chen and Wang, Angtian and Li, Junbo and Yuille, Alan and Xie, Cihang}, title = {Benchmarking Robustness in Neural Radiance Fields}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2926-2936} }

Enhancing the Transferability of Adversarial Attacks with Stealth Preservation

Xinwei Zhang,

Tianyuan Zhang,

Yitong Zhang,

Shuangcheng Liu

[pdf] [supp]

[bibtex]

@InProceedings{Zhang_2024_CVPR, author = {Zhang, Xinwei and Zhang, Tianyuan and Zhang, Yitong and Liu, Shuangcheng}, title = {Enhancing the Transferability of Adversarial Attacks with Stealth Preservation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2915-2925} }

Red-Teaming Segment Anything Model

Krzysztof Jankowski,

Bartlomiej Sobieski,

Mateusz Kwiatkowski,

Jakub Szulc,

Michał Janik,

Hubert Baniecki,

Przemysław Biecek

[pdf] [arXiv]

[bibtex]

@InProceedings{Jankowski_2024_CVPR, author = {Jankowski, Krzysztof and Sobieski, Bartlomiej and Kwiatkowski, Mateusz and Szulc, Jakub and Janik, Micha{\l} and Baniecki, Hubert and Biecek, Przemys{\l}aw}, title = {Red-Teaming Segment Anything Model}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2947-2956} }