Flip: A provable defense framework for backdoor mitigation in federated learning K Zhang, G Tao, Q Xu, S Cheng, S An, Y Liu, S Feng, G Shen, PY Chen, ...
ICLR 2023 (Best Paper Award at ECCV 2022 AROW Workshop), 2022
30 2022 DRGraph: An efficient graph layout algorithm for large-scale graphs by dimensionality reduction M Zhu, W Chen, Y Hu, Y Hou, L Liu, K Zhang
IEEE Transactions on Visualization and Computer Graphics 27 (2), 1666-1676, 2020
26 2020 Detecting backdoors in pre-trained encoders S Feng, G Tao, S Cheng, G Shen, X Xu, Y Liu, K Zhang, S Ma, X Zhang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
20 2023 Enhancing statistical charts: toward better data visualization and analysis X Luo, Y Yuan, K Zhang, J Xia, Z Zhou, L Chang, T Gu
Journal of Visualization 22, 819-832, 2019
14 2019 BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense S Cheng, G Tao, Y Liu, S An, X Xu, S Feng, G Shen, K Zhang, Q Xu, S Ma, ...
30th Annual Network And Distributed System Security Symposium (NDSS 2023), 2023
7 2023 Your exploit is mine: Instantly synthesizing counterattack smart contract Z Zhang, Z Lin, M Morales, X Zhang, K Zhang
32nd USENIX Security Symposium (USENIX Security 23), 1757-1774, 2023
6 2023 ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP L Yan, Z Zhang, G Tao, K Zhang, X Chen, G Shen, X Zhang
NeurIPS 2023, 2023
3 2023 Django: Detecting trojans in object detection models via gaussian focus calibration G Shen, S Cheng, G Tao, K Zhang, Y Liu, S An, S Ma, X Zhang
Advances in Neural Information Processing Systems 36, 2024
2 2024 Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift S An, SY Chou, K Zhang, Q Xu, G Tao, G Shen, S Cheng, S Ma, PY Chen, ...
AAAI 2024, 2023
2 2023 L Yan, S Cheng, G Shen, G Tao, X Chen, K Zhang, Y Mao, X Zhang
NeurIPS 2023 Workshop on Backdoors in Deep Learning-The Good, the Bad, and …, 2023
2 2023 LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning S Cheng, G Tao, Y Liu, G Shen, S An, S Feng, X Xu, K Zhang, S Ma, ...
CVPR 2024, 2024
2024 Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia G Shen, S Cheng, K Zhang, G Tao, S An, L Yan, Z Zhang, S Ma, X Zhang
arXiv preprint arXiv:2402.05467, 2024
2024 ODSCAN: Backdoor Scanning for Object Detection Models S Cheng, G Shen, G Tao, K Zhang, Z Zhang, S An, X Xu, Y Liu, S Ma, ...
2024 IEEE Symposium on Security and Privacy (SP), 119-119, 2024
2024 How to remove backdoors in diffusion models? S An, SY Chou, K Zhang, Q Xu, G Tao, G Shen, S Cheng, S Ma, PY Chen, ...
NeurIPS 2023 Workshop on Backdoors in Deep Learning-The Good, the Bad, and …, 2023
2023 ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes S An, Y Yao, Q Xu, S Ma, G Tao, S Cheng, K Zhang, Y Liu, G Shen, I Kelk, ...
2023 IEEE Symposium on Security and Privacy (SP), 899-916, 2023
2023 
Xiangyu ZhangSamuel Conte Professor of Computer Science, Purdue UniversityAdresse e-mail validée de cs.purdue.edu
