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2020 – today
- 2024
[j6]Guowen Xu
, Xingshuo Han, Tianwei Zhang, Shengmin Xu, Jianting Ning, Xinyi Huang, Hongwei Li, Robert H. Deng:
SIMC 2.0: Improved Secure ML Inference Against Malicious Clients. IEEE Trans. Dependable Secur. Comput. 21(4): 1708-1723 (2024)- [j5]Guowen Xu, Xingshuo Han, Gelei Deng, Tianwei Zhang, Shengmin Xu, Jianting Ning, Anjia Yang, Hongwei Li:
VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder. IEEE Trans. Dependable Secur. Comput. 21(4): 1785-1800 (2024) - [j4]Shengmin Xu, Xingshuo Han, Guowen Xu, Jianting Ning, Xinyi Huang, Robert H. Deng:
An Adaptive Secure and Practical Data Sharing System With Verifiable Outsourced Decryption. IEEE Trans. Serv. Comput. 17(3): 776-788 (2024) - [c7]Xingshuo Han, Xiao Wang, Kui Jiang, Wei Liu, Ruimin Hu, Xuefeng Pan, Xin Xu:
Mutuality Attribute Makes Better Video Anomaly Detection. ICASSP 2024: 2670-2674 - [c6]Haozhao Wang, Peirong Zheng, Xingshuo Han, Wenchao Xu, Ruixuan Li, Tianwei Zhang:
FedNLR: Federated Learning with Neuron-wise Learning Rates. KDD 2024: 3069-3080 - [c5]Xingshuo Han, Yutong Wu, Qingjie Zhang, Yuan Zhou, Yuan Xu, Han Qiu, Guowen Xu, Tianwei Zhang:
Backdooring Multimodal Learning. SP 2024: 3385-3403 - [i8]Haoxiang Tian, Xingshuo Han, Guoquan Wu, Yuan Zhou, Shuo Li, Jun Wei, Dan Ye, Wei Wang, Tianwei Zhang:
An LLM-enhanced Multi-objective Evolutionary Search for Autonomous Driving Test Scenario Generation. CoRR abs/2406.10857 (2024) - [i7]Shuai Yuan, Hongwei Li, Xingshuo Han, Guowen Xu, Wenbo Jiang, Tao Ni, Qingchuan Zhao, Yuguang Fang:
ITPatch: An Invisible and Triggered Physical Adversarial Patch against Traffic Sign Recognition. CoRR abs/2409.12394 (2024) - 2023
- [j3]Guowen Xu, Xingshuo Han, Shengmin Xu, Tianwei Zhang, Hongwei Li, Xinyi Huang, Robert H. Deng:
Hercules: Boosting the Performance of Privacy-Preserving Federated Learning. IEEE Trans. Dependable Secur. Comput. 20(5): 4418-4433 (2023) - [j2]Xingshuo Han, Yuan Zhou, Kangjie Chen, Han Qiu, Meikang Qiu, Yang Liu, Tianwei Zhang:
ADS-Lead: Lifelong Anomaly Detection in Autonomous Driving Systems. IEEE Trans. Intell. Transp. Syst. 24(1): 1039-1051 (2023) - [j1]Jianfei Sun, Guowen Xu, Tianwei Zhang, Xiaochun Cheng, Xingshuo Han, Mingjian Tang:
Secure Data Sharing With Flexible Cross-Domain Authorization in Autonomous Vehicle Systems. IEEE Trans. Intell. Transp. Syst. 24(7): 7527-7540 (2023) - [c4]Yuan Xu, Xingshuo Han, Gelei Deng, Jiwei Li, Yang Liu, Tianwei Zhang:
SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. EuroS&P 2023: 1082-1100 - [c3]Yutong Wu, Xingshuo Han, Han Qiu, Tianwei Zhang:
Computation and Data Efficient Backdoor Attacks. ICCV 2023: 4782-4791 - 2022
- [c2]Xingshuo Han, Guowen Xu, Yuan Zhou, Xuehuan Yang, Jiwei Li, Tianwei Zhang:
Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving. ACM Multimedia 2022: 2957-2968 - [i6]Xingshuo Han, Guowen Xu, Yuan Zhou, Xuehuan Yang, Jiwei Li, Tianwei Zhang:
Clean-Annotation Backdoor Attack against Lane Detection Systems in the Wild. CoRR abs/2203.00858 (2022) - [i5]Yuan Xu, Xingshuo Han, Gelei Deng, Guanlin Li, Yang Liu, Jiwei Li, Tianwei Zhang:
SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. CoRR abs/2205.04662 (2022) - [i4]Guowen Xu, Xingshuo Han, Shengmin Xu, Tianwei Zhang, Hongwei Li, Xinyi Huang, Robert H. Deng:
Hercules: Boosting the Performance of Privacy-preserving Federated Learning. CoRR abs/2207.04620 (2022) - [i3]Guowen Xu, Xingshuo Han, Tianwei Zhang, Hongwei Li, Robert H. Deng:
SIMC 2.0: Improved Secure ML Inference Against Malicious Clients. CoRR abs/2207.04637 (2022) - [i2]Jiayin Li, Wenzhong Guo, Xingshuo Han, Jianping Cai, Ximeng Liu:
Federated Learning based on Defending Against Data Poisoning Attacks in IoT. CoRR abs/2209.06397 (2022) - [i1]Guowen Xu, Xingshuo Han, Gelei Deng, Tianwei Zhang, Shengmin Xu, Jianting Ning, Anjia Yang, Hongwei Li:
VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder. CoRR abs/2210.08418 (2022) - 2021
- [c1]Xingshuo Han, Kangjie Chen, Yuan Zhou, Meikang Qiu, Chun Fan, Yang Liu, Tianwei Zhang:
A Unified Anomaly Detection Methodology for Lane-Following of Autonomous Driving Systems. ISPA/BDCloud/SocialCom/SustainCom 2021: 836-844
Coauthor Index
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