Overload: Latency Attacks on Object Detection for Edge Devices
- Erh-chung Chen
- Pin-Yu Chen
- et al.
- 2024
- CVPR 2024
Publications
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212 results for Adversarial Robustness and Privacy
Evaluating the Impact of Skin Tone Representation on Out-of-Distribution Detection Performance in Dermatology
- Assala Benmalek
- Celia Cintas
- et al.
- 2024
- ISBI 2024
MulBERRY: Enabling Bit-Error Robustness for Energy-Efficient Multi-Agent Autonomous Systems
- Zishen Wan
- Nandhini Chandramoorthy
- et al.
- 2024
- ASPLOS 2024
Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM
- Chulin Xie
- Pin-Yu Chen
- et al.
- 2024
- IEEE SaTML 2024
Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation
- Jiajin Zhang
- Hanqing Chao
- et al.
- 2023
- MICCAI 2023
Adversarial Auditing of Machine Learning Models under Compound Shift
- Karan Bhanot
- Dennis Wei
- et al.
- 2023
- ESANN 2023
Spatially Constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks
- Hannah Kim
- Celia Cintas
- et al.
- 2023
- IJCAI 2023
How to Backdoor Diffusion Models?
- Sheng-yen Cho
- Pin-Yu Chen
- et al.
- 2023
- CVPR 2023
Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations
- Lei Hsiung
- Yun-Yun Tsai
- et al.
- 2023
- CVPR 2023
Lost In Translation: Generating Adversarial Examples Robust to Round-Trip Translation
- Neel Bhandari
- Pin-Yu Chen
- 2023
- ICASSP 2023