A Unified Anomaly Detection Methodology for Lane-Following of Autonomous Driving Systems. - Xingshuo Han; Kangjie Chen; Yuan Zhou 005; Meikang Qiu; Chun Fan 001; Yang Liu 003; Tianwei Zhang 004 (ISPA/BDCloud/SocialCom/SustainCom, 2021)

Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving. - Xingshuo Han; Guowen Xu; Yuan Zhou 005; Xuehuan Yang; Jiwei Li 001; Tianwei Zhang 004 (ACM Multimedia, 2022)

Clean-Annotation Backdoor Attack against Lane Detection Systems in the Wild. - Xingshuo Han; Guowen Xu; Yuan Zhou 005; Xuehuan Yang; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2022)

SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. - Yuan Xu; Xingshuo Han; Gelei Deng; Guanlin Li; Yang Liu 003; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2022)

SIMC 2.0: Improved Secure ML Inference Against Malicious Clients. - Guowen Xu; Xingshuo Han; Tianwei Zhang 004; Hongwei Li 001; Robert H. Deng (CoRR, 2022)

Federated Learning based on Defending Against Data Poisoning Attacks in IoT. - Jiayin Li; Wenzhong Guo; Xingshuo Han; Jianping Cai; Ximeng Liu (CoRR, 2022)

SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. - Yuan Xu; Xingshuo Han; Gelei Deng; Jiwei Li 001; Yang Liu 003; Tianwei Zhang 004 (EuroS&P, 2023)

Computation and Data Efficient Backdoor Attacks. - Yutong Wu 009; Xingshuo Han; Han Qiu 001; Tianwei Zhang 004 (ICCV, 2023)

Hercules: Boosting the Performance of Privacy-Preserving Federated Learning. - Guowen Xu; Xingshuo Han; Shengmin Xu; Tianwei Zhang 004; Hongwei Li 001; Xinyi Huang 001; Robert H. Deng (IEEE Trans. Dependable Secur. Comput., 2023)

Secure Data Sharing With Flexible Cross-Domain Authorization in Autonomous Vehicle Systems. - Jianfei Sun; Guowen Xu; Tianwei Zhang 004; Xiaochun Cheng; Xingshuo Han; Mingjian Tang 001 (IEEE Trans. Intell. Transp. Syst., 2023)

ADS-Lead: Lifelong Anomaly Detection in Autonomous Driving Systems. - Xingshuo Han; Yuan Zhou 005; Kangjie Chen; Han Qiu 001; Meikang Qiu; Yang Liu 003; Tianwei Zhang 004 (IEEE Trans. Intell. Transp. Syst., 2023)

VisionGuard: Secure and Robust Visual Perception of Autonomous Vehicles in Practice. - Xingshuo Han; Haozhao Wang; Kangqiao Zhao; Gelei Deng; Yuan Xu; Hangcheng Liu; Han Qiu 001; Tianwei Zhang 004 (CCS, 2024)

PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency. - Yuan Xu; Gelei Deng; Xingshuo Han; Guanlin Li; Han Qiu 001; Tianwei Zhang 004 (CCS, 2024)

Mutuality Attribute Makes Better Video Anomaly Detection. - Xingshuo Han; Xiao Wang 029; Kui Jiang; Wei Liu 183; Ruimin Hu; Xuefeng Pan; Xin Xu 007 (ICASSP, 2024)

FedNLR: Federated Learning with Neuron-wise Learning Rates. - Haozhao Wang; Peirong Zheng; Xingshuo Han; Wenchao Xu 001; Ruixuan Li 001; Tianwei Zhang 004 (KDD, 2024)

Beware of Road Markings: A New Adversarial Patch Attack to Monocular Depth Estimation. - Hangcheng Liu; Zhenhu Wu; Hao Wang 003; Xingshuo Han; Shangwei Guo; Tao Xiang 001; Tianwei Zhang 004 (NeurIPS, 2024)

Backdooring Multimodal Learning. - Xingshuo Han; Yutong Wu 009; Qingjie Zhang; Yuan Zhou 005; Yuan Xu; Han Qiu 001; Guowen Xu; Tianwei Zhang 004 (SP, 2024)

An LLM-enhanced Multi-objective Evolutionary Search for Autonomous Driving Test Scenario Generation. - Haoxiang Tian 001; Xingshuo Han; Guoquan Wu; Yuan Zhou 005; Shuo Li; Jun Wei 001; Dan Ye 004; Wei Wang 049; Tianwei Zhang 004 (CoRR, 2024)

ITPatch: An Invisible and Triggered Physical Adversarial Patch against Traffic Sign Recognition. - Shuai Yuan 009; Hongwei Li 001; Xingshuo Han; Guowen Xu; Wenbo Jiang 001; Tao Ni 003; Qingchuan Zhao; Yuguang Fang (CoRR, 2024)

BadSFL: Backdoor Attack against Scaffold Federated Learning. - Xingshuo Han; Xuanye Zhang; Xiang Lan; Haozhao Wang; Shengmin Xu; Shen Ren; Jason Zeng; Ming Wu; Michael Heinrich; Tianwei Zhang 004 (CoRR, 2024)

VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder. - Guowen Xu; Xingshuo Han; Gelei Deng; Tianwei Zhang 004; Shengmin Xu; Jianting Ning; Anjia Yang; Hongwei Li 001 (IEEE Trans. Dependable Secur. Comput., 2024)

SIMC 2.0: Improved Secure ML Inference Against Malicious Clients. - Guowen Xu; Xingshuo Han; Tianwei Zhang 004; Shengmin Xu; Jianting Ning; Xinyi Huang 001; Hongwei Li 001; Robert H. Deng (IEEE Trans. Dependable Secur. Comput., 2024)

An Adaptive Secure and Practical Data Sharing System With Verifiable Outsourced Decryption. - Shengmin Xu; Xingshuo Han; Guowen Xu; Jianting Ning; Xinyi Huang 001; Robert H. Deng (IEEE Trans. Serv. Comput., 2024)

An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems. - Haoxiang Tian 001; Xingshuo Han; Guoquan Wu; An Guo 002; Yuan Zhou 005; Jie Zhang; Shuo Li; Jun Wei 001; Tianwei Zhang 004 (AAAI, 2025)

PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning. - Zhen Sun 001; Tianshuo Cong; Yule Liu; Chenhao Lin; Xinlei He 001; Rongmao Chen; Xingshuo Han; Xinyi Huang 001 (SP, 2025)

Testing the Fault-Tolerance of Multi-sensor Fusion Perception in Autonomous Driving Systems. - Haoxiang Tian 001; Wenqiang Ding; Xingshuo Han; Guoquan Wu; An Guo 002; Junqi Zhang; Wei Chen 018; Jun Wei 001; Tianwei Zhang 004 (Proc. ACM Softw. Eng., 2025)

Retrieving and Reasoning: Multivariate Feature and Attribute Cooperation for Video Anomaly Detection. - Xingshuo Han; Xiao Wang 029; Wei Liu 183; Liping Ye; Xin Xu 007 (IEEE Signal Process. Lett., 2025)

SSD: A State-based Stealthy Backdoor Attack For Navigation System in UAV Route Planning. - Zhaoxuan Wang; Yang Li 055; Jie Zhang; Xingshuo Han; Kangbo Liu; Lyu Yang; Yuan Zhou 005; Tianwei Zhang 004; Quan Pan 001 (CoRR, 2025)

Holmes: Automated Fact Check with Large Language Models. - Haoran Ou; Gelei Deng; Xingshuo Han; Jie Zhang 073; Xinlei He 001; Han Qiu 001; Shangwei Guo; Tianwei Zhang 004 (CoRR, 2025)

One Patch to Rule Them All: Transforming Static Patches into Dynamic Attacks in the Physical World. - Xingshuo Han; Chen Ling; Shiyi Yao; Haozhao Wang; Hangcheng Liu; Yutong Wu 009; Shengmin Xu; Changhai Ou; Xinyi Huang 001; Tianwei Zhang 004 (CoRR, 2025)

Optimization-Free Patch Attack on Stereo Depth Estimation. - Hangcheng Liu; Xu Kuang; Xingshuo Han; Xingwan Wu; Haoran Ou; Shangwei Guo; Xingyi Huang; Tao Xiang 001; Tianwei Zhang 004 (CoRR, 2025)