Xingshuo Han

According to our database, Xingshuo Han authored at least 51 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

LTFDyG: A learnable temporal function-based dynamic graph neural network with dual-channel encoding.

Xinzhi Shi, Chao Li, Xingshuo Han, Shihe Su, Junyan Wu

Appl. Intell., June, 2026

Capacitive Touchscreens at Risk: A Practical Side-Channel Attack on Smartphones via Electromagnetic Emanations.

Yukun Cheng, Changhai Ou, Shiyu Zhu, Jinyuan Zhang, Zhenfang Qiu, Xingshuo Han, Tianwei Zhang, Yuan Li, Shihui Zheng

CoRR, May, 2026

Physical Prompt Injection Attacks on Large Vision-Language Models.

Chen Ling, Kai Hu, Hangcheng Liu, Xingshuo Han, Tianwei Zhang, Changhai Ou

CoRR, January, 2026

SSD: A State-Based Stealthy Backdoor Attack for IMU/GNSS Navigation System in UAV Route Planning.

Zhaoxuan Wang, Yang Li, Jie Zhang, Xingshuo Han, Kangbo Liu, Yang Lyu, Yuan Zhou, Tianwei Zhang, Quan Pan

IEEE Trans. Inf. Forensics Secur., 2026

Verifiable and Lightweight Multi-Round Secure Federated Learning.

Jiayin Li, Shengmin Xu, Xingshuo Han, Jianting Ning, Xinlei He, Guowen Xu

IEEE Trans. Dependable Secur. Comput., 2026

ReasMark: A Robust Watermark for Attributing LLM Reasoning Under Knowledge Distillation Attacks.

Peizhuo Lv, Ruihua Zhou, Yunpeng Li, Ruigang Liang, Xingshuo Han, XiaoFeng Wang, Wei Dong, Yuling Liu

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Backdoor Attacks on Prompt-Driven Video Segmentation Foundation Models.

Zongmin Zhang, Zhen Sun, Yifan Liao, Wenhan Dong, Xinlei He, Xingshuo Han, Shengmin Xu, Xinyi Huang

CoRR, December, 2025

Capacitive Touchscreens at Risk: Recovering Handwritten Trajectory on Smartphone via Electromagnetic Emanations.

Yukun Cheng, Shiyu Zhu, Changhai Ou, Xingshuo Han, Yuan Li, Shihui Zheng

CoRR, December, 2025

CREST-Search: Comprehensive Red-teaming for Evaluating Safety Threats in Large Language Models Powered by Web Search.

Haoran Ou, Kangjie Chen, Xingshuo Han, Gelei Deng, Jie Zhang, Han Qiu, Tianwei Zhang

CoRR, October, 2025

Work Zones challenge VLM Trajectory Planning: Toward Mitigation and Robust Autonomous Driving.

Yifan Liao, Zhen Sun, Xiaoyun Qiu, Zixiao Zhao, Wenbing Tang, Xinlei He, Xinhu Zheng, Tianwei Zhang, Xinyi Huang, Xingshuo Han

CoRR, October, 2025

MinMaxEntropy: Bound Model Errors for Side-Channel Leakages From Information Theory.

Changhai Ou, Zhenfang Qiu, Xingshuo Han, Fan Zhang, Shihui Zheng, Fei Yan

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 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, Tianwei Zhang

CoRR, June, 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, Shengmin Xu, Changhai Ou, Xinyi Huang, Tianwei Zhang

CoRR, June, 2025

Holmes: Automated Fact Check with Large Language Models.

Haoran Ou, Gelei Deng, Xingshuo Han, Jie Zhang, Xinlei He, Han Qiu, Shangwei Guo, Tianwei Zhang

CoRR, May, 2025

SSD: A State-based Stealthy Backdoor Attack For Navigation System in UAV Route Planning.

Zhaoxuan Wang, Yang Li, Jie Zhang, Xingshuo Han, Kangbo Liu, Lyu Yang, Yuan Zhou, Tianwei Zhang, Quan Pan

CoRR, February, 2025

Enhancing Secure Cloud Data Sharing: Dynamic User Groups and Outsourced Decryption.

Shengmin Xu, Guomin Yang, Xiaoguo Li, Xingshuo Han, Xiaotian Yan, Xinyi Huang

IEEE Trans. Dependable Secur. Comput., 2025

Retrieving and Reasoning: Multivariate Feature and Attribute Cooperation for Video Anomaly Detection.

Xingshuo Han, Xiao Wang, Wei Liu, Liping Ye, Xin Xu

IEEE Signal Process. Lett., 2025

Testing the Fault-Tolerance of Multi-sensor Fusion Perception in Autonomous Driving Systems.

Haoxiang Tian, Wenqiang Ding, Xingshuo Han, Guoquan Wu, An Guo, Junqi Zhang, Wei Chen, Jun Wei, Tianwei Zhang

Proc. ACM Softw. Eng., 2025

Artificial intelligence security and privacy: a survey.

Xinlei He, Guowen Xu, Xingshuo Han, Qian Wang, Lingchen Zhao, Chao Shen, Chenhao Lin, Zhengyu Zhao, Qian Li, Le Yang, Shouling Ji, Shaofeng Li, Haojin Zhu, Zhibo Wang, Rui Zheng, Tianqing Zhu, Qi Li, Chaoxiang He, Qifan Wang, Hongsheng Hu, Shuo Wang, Shi-Feng Sun, Hongwei Yao, Qinyu Zhang, Kai Chen, Yue Zhao, Hongwei Li, Xinyi Huang, Dengguo Feng

Sci. China Inf. Sci., 2025

The Ghost Navigator: Revisiting the Hidden Vulnerability of Localization in Autonomous Driving.

Junqi Zhang, Shaoyin Cheng, Linqing Hu, Jie Zhang, Chengyu Shi, Xingshuo Han, Tianwei Zhang, Yueqiang Cheng, Weiming Zhang

Proceedings of the 34th USENIX Security Symposium, 2025

PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning.

Zhen Sun, Tianshuo Cong, Yule Liu, Chenhao Lin, Xinlei He, Rongmao Chen, Xingshuo Han, Xinyi Huang

Proceedings of the IEEE Symposium on Security and Privacy, 2025

The Fluorescent Veil: A Stealthy and Effective Physical Adversarial Patch Against Traffic Sign Recognition.

Shuai Yuan, Xingshuo Han, Hongwei Li, Guowen Xu, Wenbo Jiang, Tao Ni, Qingchuan Zhao, Yuguang Fang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

FusionMIA: Enhancing Membership Inference Attacks with Spy Clients and Shadow Models in Federated Learning.

Xiang Lan, Jiayin Li, Zuobin Ying, Xingshuo Han, Shengmin Xu

Proceedings of the Knowledge Science, Engineering and Management, 2025

FusionDisassembler: A Cross-Device Approach for Effective Instruction Disassembly in Side-Channel Attacks.

Chen Ling, Jinyuan Zhang, Ouchang Hai, Hangcheng Liu, Xingshuo Han

Proceedings of the 31th IEEE International Conference on Parallel and Distributed Systems, 2025

BSemiFL: Semi-supervised Federated Learning via a Bayesian Approach.

Haozhao Wang, Shengyu Wang, Jiaming Li, Hao Ren, Xingshuo Han, Wenchao Xu, Shangwei Guo, Tianwei Zhang, Ruixuan Li

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor Attack.

Xingshuo Han, Xuanye Zhang, Xiang Lan, Haozhao Wang, Shengmin Xu, Shen Ren, Jason Zeng, Ming Wu, Michael Heinrich, Tianwei Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Controllable Spoofing Attacks on Visual SLAM in Robotic Vehicles.

Yuan Xu, Gelei Deng, Guanlin Li, Xingshuo Han, Shangwei Guo, Tianwei Zhang

Proceedings of the IEEE Annual Computer Security Applications Conference, 2025

An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems.

Haoxiang Tian, Xingshuo Han, Guoquan Wu, An Guo, Yuan Zhou, Jie Zhang, Shuo Li, Jun Wei, Tianwei Zhang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

An Adaptive Secure and Practical Data Sharing System With Verifiable Outsourced Decryption.

Shengmin Xu, Xingshuo Han, Guowen Xu, Jianting Ning, Xinyi Huang, Robert H. Deng

IEEE Trans. Serv. Comput., 2024

SIMC 2.0: Improved Secure ML Inference Against Malicious Clients.

Guowen Xu, Xingshuo Han, Tianwei Zhang, Shengmin Xu, Jianting Ning, Xinyi Huang, Hongwei Li, Robert H. Deng

IEEE Trans. Dependable Secur. Comput., 2024

VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder.

Guowen Xu, Xingshuo Han, Gelei Deng, Tianwei Zhang, Shengmin Xu, Jianting Ning, Anjia Yang, Hongwei Li

IEEE Trans. Dependable Secur. Comput., 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

CoRR, 2024

ITPatch: An Invisible and Triggered Physical Adversarial Patch against Traffic Sign Recognition.

Shuai Yuan, Hongwei Li, Xingshuo Han, Guowen Xu, Wenbo Jiang, Tao Ni, Qingchuan Zhao, Yuguang Fang

CoRR, 2024

An LLM-enhanced Multi-objective Evolutionary Search for Autonomous Driving Test Scenario Generation.

Haoxiang Tian, Xingshuo Han, Guoquan Wu, Yuan Zhou, Shuo Li, Jun Wei, Dan Ye, Wei Wang, Tianwei Zhang

CoRR, 2024

Backdooring Multimodal Learning.

Xingshuo Han, Yutong Wu, Qingjie Zhang, Yuan Zhou, Yuan Xu, Han Qiu, Guowen Xu, Tianwei Zhang

Proceedings of the IEEE Symposium on Security and Privacy, 2024

Beware of Road Markings: A New Adversarial Patch Attack to Monocular Depth Estimation.

Hangcheng Liu, Zhenhu Wu, Hao Wang, Xingshuo Han, Shangwei Guo, Tao Xiang, Tianwei Zhang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

FedNLR: Federated Learning with Neuron-wise Learning Rates.

Haozhao Wang, Peirong Zheng, Xingshuo Han, Wenchao Xu, Ruixuan Li, Tianwei Zhang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Mutuality Attribute Makes Better Video Anomaly Detection.

Xingshuo Han, Xiao Wang, Kui Jiang, Wei Liu, Ruimin Hu, Xuefeng Pan, Xin Xu

Proceedings of the IEEE International Conference on Acoustics, 2024

PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency.

Yuan Xu, Gelei Deng, Xingshuo Han, Guanlin Li, Han Qiu, Tianwei Zhang

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

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, Tianwei Zhang

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

ADS-Lead: Lifelong Anomaly Detection in Autonomous Driving Systems.

Xingshuo Han, Yuan Zhou, Kangjie Chen, Han Qiu, Meikang Qiu, Yang Liu, Tianwei Zhang

IEEE Trans. Intell. Transp. Syst., January, 2023

Secure Data Sharing With Flexible Cross-Domain Authorization in Autonomous Vehicle Systems.

Jianfei Sun, Guowen Xu, Tianwei Zhang, Xiaochun Cheng, Xingshuo Han, Mingjian Tang

IEEE Trans. Intell. Transp. Syst., 2023

Hercules: Boosting the Performance of Privacy-Preserving Federated Learning.

Guowen Xu, Xingshuo Han, Shengmin Xu, Tianwei Zhang, Hongwei Li, Xinyi Huang, Robert H. Deng

IEEE Trans. Dependable Secur. Comput., 2023

Computation and Data Efficient Backdoor Attacks.

Yutong Wu, Xingshuo Han, Han Qiu, Tianwei Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View.

Yuan Xu, Xingshuo Han, Gelei Deng, Jiwei Li, Yang Liu, Tianwei Zhang

Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023

2022

Federated Learning based on Defending Against Data Poisoning Attacks in IoT.

Jiayin Li, Wenzhong Guo, Xingshuo Han, Jianping Cai, Ximeng Liu

CoRR, 2022

SIMC 2.0: Improved Secure ML Inference Against Malicious Clients.

Guowen Xu, Xingshuo Han, Tianwei Zhang, Hongwei Li, Robert H. Deng

CoRR, 2022

SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View.

Yuan Xu, Xingshuo Han, Gelei Deng, Guanlin Li, Yang Liu, Jiwei Li, Tianwei Zhang

CoRR, 2022

Clean-Annotation Backdoor Attack against Lane Detection Systems in the Wild.

Xingshuo Han, Guowen Xu, Yuan Zhou, Xuehuan Yang, Jiwei Li, Tianwei Zhang

CoRR, 2022

Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving.

Xingshuo Han, Guowen Xu, Yuan Zhou, Xuehuan Yang, Jiwei Li, Tianwei Zhang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021

A Unified Anomaly Detection Methodology for Lane-Following of Autonomous Driving Systems.

Xingshuo Han, Kangjie Chen, Yuan Zhou, Meikang Qiu, Chun Fan, Yang Liu, Tianwei Zhang

Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021