Publications
You can find my articles on my Google Scholar or DBLP.
📝 Representative papers
2024
[TDSC'24] Jianfei Sun, Guowen Xu*, Honggwei Li, Tianwei Zhang, Cong Wu, Xuehuan Yang, Robert H. Deng. Sanitizable Cross-domain Access Control with Policy-driven Dynamic Authorization. IEEE Transactions on Dependable and Secure Computing(TDSC), 2024.( CCF A)
[TDSC'24] Hao Ren, Guowen Xu*, Tianwei Zhang, Jianting Ning, Xinyi Huang, Honggwei Li, Rongxing Lu. Efficiency Boosting of Secure Cross-platform Recommender Systems over Sparse Data. IEEE Transactions on Dependable and Secure Computing(TDSC), 2024.( CCF A)
[DSN'24] Xiaoxuan Lou, Kangjie Chen, Guowen Xu*, Han Qiu, Shangwei Guo, Tianwei Zhang. Protecting Confidential Virtual Machines from Hardware Performance Counter Side Channels. The 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2024.( CCF B)
[EuroS&P'24] Guanlin Li, Guowen Xu*, Han Qiu, Shangwei Guo, Run Wang, Jiwei Li, Tianwei Zhang, Rongxing Lu. Fingerprinting Image-to-Image Generative Adversarial Networks. IEEE European Symposium on Security and Privacy(EuroS&P), 2024.
[CCS'24] Cong Wu, Jing Chen, Ziming Zhao, Kun He, Guowen Xu, Yueming Wu, Haijun Wang, Honggwei Li, Yang Liu, Yang Xiang. TokenScout: Early Detection of Ethereum Scam Tokens via Temporal Graph Learning. The 31st ACM Conference on Computer and Communications Security (CCS), 2024.( CCF A)
[TIFS'24] Wenfeng Huang, Axin Wu, Shengmin Xu, Guowen Xu, Wei Wu.EASNs: Efficient Anonymous Social Networks with Enhanced Security and High Scalability. IEEE Transactions on Information Forensics and Security(TIFS), 2024.( CCF A)
[TIFS'24] Xiaoyuan Liu, Hongwei Li, Guowen Xu, Xilin Zhang, Tianwei Zhang, Jianying Zhou.Secure and Lightweight Feature Selection for Horizontal Federated Learning. IEEE Transactions on Information Forensics and Security(TIFS), 2024.( CCF A)
[TIFS'24] Hanxiao Chen, Hongwei Li, Meng Hao, Jia Hu, Guowen Xu, Xilin Zhang, Tianwei Zhang.SecBNN, Efficient Secure Inference on Binary Neural Network. IEEE Transactions on Information Forensics and Security(TIFS), 2024.( CCF A)
[TIFS'24] Cong Wu, Jing Chen, Kun He, Ziming Zhao, Qianru Fang, Hao Ren, Guowen Xu, Yang Liu, Yang Xiang.Rethinking Membership Inference Attacks Against Transfer Learning. IEEE Transactions on Information Forensics and Security(TIFS), 2024.( CCF A)
[S&P'24] Xingshuo Han, Yutong Wu, Qingjie Zhang, Yuan Zhou, Yuan Xu, Han Qiu, Guowen Xu, and Tianwei Zhang. Backdooring Multimodal Learning. IEEE Symposium on Security and Privacy(S&P), 2024.( CCF A)
[TIFS'24] Zhirui Zeng, Tao Xiang, Shangwei Guo, Jialing He, Qiao Zhang, Guowen Xu, Tianwei Zhang. Contrast-then-Approximate: Analyzing Keyword Leakage of Generative Language Models. IEEE Transactions on Information Forensics and Security(TIFS), 2024.( CCF A)
[TDSC'24] Xinyuan Qian, Hongwei Li, Meng Hao, Guowen Xu, Haoyong Wang, Yuguang Fang. Decentralized Multi-Client Functional Encryption for Inner Product with Applications to Federated Learning. IEEE Transactions on Dependable and Secure Computing(TDSC), 2024.( CCF A)
[INFOCOM'24] Xinyuan Qian, Hongwei Li, Guowen Xu, Haoyong Wang, Tianwei Zhang, Xianhao Chen, Yuguang Fang. Privacy-Preserving Data Evaluation via Functional Encryption, Revisited. IEEE Conference on Computer Communications(INFOCOM), 2024.( CCF A)
[TDSC'24] Haomiao Yang, Dongyun Xue, Mengyyu Ge, Jingwei Li, Guowen Xu, Hongwei Li, Rongxing Lu. Fast Generation-Based Gradient Leakage Attacks: An Approach to Generate Training Data Directly from The Gradient. IEEE Transactions on Dependable and Secure Computing(TDSC), 2024.( CCF A)
[TMC'24] Cong Wu, Hangcheng Cao, Guowen Xu, et al. It’s All in the Touch: Authenticating Users with HOST Gestures on Multi-Touch Screen Devices. IEEE Transactions on Mobile Computing (TMC), 2024.( CCF A)
[TSC'24] Shuai Yuan, Hongwei Li, Xinyuan Qian, Meng Hao, Yixiao Zhai, Guowen Xu. Efficient and Privacy-preserving Outsourcing of Gradient Boosting Decision Tree Inference. IEEE Transactions on Services Computing(TSC), 2024.( CCF A)
[ICRA'24] Yuang Zhang, Haonan An, Zhengru Fang, Guowen Xu, Yuan Zhou, Xianhao Chen, Yuguang Fang. SmartCooper: Vehicle Collaborative Perception under Adaptive Fusion and Judger Mechanism. IEEE International Conference on Robotics and Automation (ICRA), 2024.( CCF B)
[ICDCS'24] Xinyuan Qian, Hongwei Li, Haoyong Wang, Guowen Xu, Shengmin Xu, Ju Ren. SecSCS: A User-Centric Secure Smart Camera System Based on Blockchain. The 44th IEEE International Conference on Distributed Computing Systems (ICDCS), 2024.( CCF B)
2023
[TDSC'23] Guowen Xu, Xingshuo Han, Tianwei Zhang, Shengmin Xu, Jianting Ning, et al. SIMC 2.0: Improved Secure ML Inference Against Malicious Clients. IEEE Transactions on Dependable and Secure Computing(TDSC), 2023. ( CCF A)
[TDSC'23] Guowen Xu, Xingshuo Han, Gelei Deng, Tianwei Zhang, et al. VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder. IEEE Transactions on Dependable and Secure Computing(TDSC), 2023.( CCF A)
[TIFS'23] Guowen Xu, Shengmin Xu, Jinhua Ma, et al. An Adaptively Secure and Efficient Data Sharing System for Dynamic User Groups in Cloud. IEEE Transactions on Information Forensics and Security(TIFS), 2023.( CCF A)
[TIFS'23] Jianfei Sun, Guowen Xu*, Xuehuan Yang, Tianwei Zhang, et al. Privacy-aware and Security-enhanced Efficient Matchmaking Encryption. IEEE Transactions on Information Forensics and Security(TIFS), 2023.( CCF A)
[TCSVT'23] Guowen Xu, Guanlin Li, Shangwei Guo, Tianwei Zhang, Hongwei Li. Secure Decentralized Image Classification with Multiparty Homomorphic Encryption. IEEE Transactions on Circuits and Systems for Video Technology(TCSVT), 2023.( CCF B)
[TKDE'23] Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Guowen Xu, Yang Liu, Ximeng Liu, Robert H. Deng. FLGAN: GAN-Based Unbiased Federated Learning under Non-IID Settings. IEEE Transactions on Knowledge and Data Engineering(TKDE), 2023.( CCF A)
[ICML'23] Haoxiao Chen, Hongwei Li, Meng Hao, Kangjie Chen, Guowen Xu, et al. GuardHFL: Privacy Guardian for Heterogeneous Federated Learning. International Conference on Machine Learning(ICML), 2023.( CCF A)
[CVPR'23] Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang. Color Backdoor: A Robust Poisoning Attack in Color Space. IEEE / CVF Computer Vision and Pattern Recognition Conference(CVPR), 2023.( CCF A)
[INFOCOM'23] Dongyun Xue, Haomiao Yang, Mengyu Ge, Jingwei Li, Guowen Xu, Hongwei Li. Fast Genera-tion-Based Gradient Leakage Attacks against Highly Compressed Gradients. IEEE Conference on Computer Communications(INFOCOM), 2023. ( CCF A)
[TDSC'23] Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang, Rongxing Lu. A Comprehensive Defense Framework against Model Extraction Attacks. IEEE Transactions on Dependable and Secure Computing(TDSC), 2023.( CCF A)
[TSC'23] Shengmin Xu, Xingshuo Han, Guowen Xu, Jianting Ning, et al. An Adaptive Secure and Practical Data Sharing System with Verifiable Outsourced Decryption. IEEE Transactions on Services Computing(TSC), 2023.( CCF A)
[ICLR'23] Guanlin Li, Guowen Xu*, Shangwei Guo, Han Qiu, Jiwei Li, Tianwei Zhang. Extracting Robust Models with Uncertain Examples. International Conference on Learning Representations(ICLR) 2023.
[ICLR'23] Kangjie Chen, Xiaoxuan Lou, Guowen Xu, Jiwei Li, Tianwei Zhang. Clean-image Backdoor: Attacking Multi-label Models with Poisoned Labels Only. International Conference on Learning Representations(ICLR), Notable-top-5%, 2023.
2022
[TDSC'22] Guowen Xu, Xingshuo Han, Shengmin Xu, Tianwei Zhang, Hongwei Li, et al. Hercules: Boosting the Performance of Privacy-preserving Federated Learning. IEEE Transactions on Dependable and Secure Computing(TDSC), 2022.( CCF A)
[CCS'22] Gelei Deng, Guowen Xu*, Yuan Zhou, Tianwei Zhang, Yang Liu. On the (In)Security of Secure ROS2. ACM Conference on Computer and Communications Security(CCS), 2022.( CCF A)
[TIFS'22] Jianfei Sun, Guowen Xu*, Xuehuan Yang, et al. Verifiable, Fair and Privacy-preserving Broadcast Authorization for Flexible Data Sharing in Clouds. IEEE Transactions on Information Forensics and Security(TIFS), 2022.( CCF A)
[TIFS'22] Jianfei Sun, Guowen Xu*, Tianwei Zhang, Mamoun Alazab, Robert H. Deng. A Practical Fog-based Privacy-preserving Online Car-hailing Service System. IEEE Transactions on Information Forensics and Security(TIFS), 2022.( CCF A)
[ECCV'22] Guanlin Li, Guowen Xu*, Han Qiu, Ruan He, Jiwei Li, Tianwei Zhang. Improving Adversarial Robustness of 3D Point Cloud Classification Models. European Conference on Computer Vision(ECCV), 2022.( CCF B)
[MM'22] Xingshuo Han, Guowen Xu, Yuan Zhou, Xuehuan Yang, Jiwei Li, Tianwei Zhang. Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving. ACM International Conference on Multimedia(MM), 2022.( CCF A)
[TDSC'22] Wenbo Jiang, Tianwei Zhang, Han Qiu, Hongwei Li, Guowen Xu, Incremental Learning, Incremental Backdoor Threats. IEEE Transactions on Dependable and Secure Computing(TDSC), 2022.( CCF A)
[NeurIPS'22] Meng Hao, Hongwei Li, Hanxiao Chen, Pengzhi Xing, Guowen Xu, et al. Iron: Private Inference on Transformers. Annual Conference on Neural Information Processing Systems (NeurIPS). 2022.( CCF A)
[TIFS'22] Hanxiao Chen, Hongwei Li, Yingzhe Wang, Meng Hao, Guowen Xu, Tianwei Zhang. PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees. IEEE Transactions on Information Forensics and Security(TIFS), 2022.( CCF A)
[TSC'22] Jingwei Wang, Xinchun Yin, Jianting Ning, Shengmin Xu, Guowen Xu, and Xinyi Huang. Secure Updatable Storage Access Control System for EHRs in the Cloud. IEEE Transactions on Services Computing(TSC), 2022.( CCF A)
2021
[INFOCOM'21] Haoran Yuan, Xiaofeng Chen, Guowen Xu*, Jianting Ning, Joseph Liu, Robert H Deng. Efficient and Verifiable Proof of Replication with Fast Fault Localization. IEEE Conference on Computer Communications(INFOCOM), 2021.( CCF A)
[TITS'21] Jianfei Sun, Guowen Xu*, Tianwei Zhang, et al. Secure Data Sharing with Flexible Cross-domain Authorization in Autonomous Vehicle Systems. IEEE Transactions on Intelligent Transportation Systems(TITS), 2021.( CCF B)
[TCC'21] Jianfei Sun, Guowen Xu*, Tianwei Zhang, et al. Share your data carefree: An efficient, scalable and privacy-preserving data sharing service in cloud computing. IEEE Transactions on Cloud Computing(TCC). 2021.
[TIFS'21] Xiaoyuan Liu, Hongwei Li, Guowen Xu, Zongqi Chen, et al. Privacy-Enhanced Federated Learning against Poisoning Adversaries. IEEE Transactions on Information Forensics and Security(TIFS), 2021.( CCF A)
[TDSC'21] Shengmin Xu, Jianting Ning, Xinyi Huang, Yingjiu Li, Guowen Xu. Untouchable Once Revoking: A Practical and Secure Dynamic EHR Sharing System via Cloud. IEEE Transactions on Dependable and Secure Computing(TDSC), 2021.( CCF A)
[TDSC'21] Shengmin Xu, Jianting Ning, Yingjiu Li, Yinghui Zhang, Guowen Xu, Xinyi Huang, Robert H Deng. A Secure EMR Sharing System with Tamper Resistance and Expressive Access Control. IEEE Transactions on Dependable and Secure Computing(TDSC), 2021.( CCF A)
[ESORICS'21] Shengmin Xu, Jianting Ning, Jinhua Ma, Guowen Xu, Jiaming Yuan, Robert H Deng. Revocable Policy-Based Chameleon Hash. Proceedings of European Symposium on Research in Computer Security(ESORICS), 2021.( CCF B)
2020
[TDSC'20] Guowen Xu, Hongwei Li, Yun Zhang, Shengmin Xu, et al. Privacy-preserving Federated Deep Learning with Irregular Users. IEEE Transactions on Dependable and Secure Computing(TDSC), 2020. ( CCF A)
[TIFS'20] Guowen Xu, Hongwei Li, Sen Liu, Kan Yang, Xiaodong Lin. VerifyNet: Secure and Verifiable Federated Learning. IEEE Transactions on Information Forensics and Security(TIFS), 2020.( CCF A)
[ACSAC'20] Guowen Xu, Hongwei Li, Hao Ren, Jianfei Sun, Shengmin Xu, et al. Secure and Verifiable Inference in Deep Neural Networks. ACM Annual Computer Security Applications Conference(ACSAC) , 2020.( CCF B)
[ASIACCS'20] Guowen Xu, Hongwei Li, Shengmin Xu, Hao Ren, Kan Yang, Yinghui Zhang, Jianfei Sun, Robert H. Deng. Catch You If You Deceive Me: Verifiable and Privacy-aware Truth Discovery in Crowd Sensing Systems. ACM ASIA Conference on Computer and Communications Security(ASIACCS), 2020.
[ICPADS'20] Guowen Xu, Hongwei Li, Yuan Zhang, Xiaodong Lin, Robert H Deng, Xuemin (Sherman) Shen. A Deep Learning Framework Supporting Model Ownership Protection and Traitor Tracing. IEEE International Conference on Parallel and Distributed Systems(ICPADS), 2020, Best Paper Award
[TCC'20] Guowen Xu, Hongwei Li, Hao Ren, Xiaodong Lin, Xuemin (Sherman) Shen. DNA Similarity Search with Access Control over Encrypted Cloud Data. IEEE Transactions on Cloud Computing(TCC), 2020.
[TDSC'20] Shengmin Xu, Jianting Ning, Yingjiu Li, Yinghui zhang, Guowen Xu, et al. Match in My Way: Fine-Grained Bilateral Access Control for Secure Cloud-Fog Computing. IEEE Transactions on Dependable and Secure Computing(TDSC), 2020.( CCF A)
2019 and before
[TIFS'19] Guowen Xu, Hongwei Li, Yuanshun Dai, Kan Yang, Xiaodong Lin. Enabling Efficient and Ge-ometric Range Query with Access Control over Encrypted Spatial Data. IEEE Transactions on Information Forensics and Security(TIFS), 2019.( CCF A)
[Commun Mag'19] Guowen Xu, Hongwei Li, Hao Ren, Kan Yang，Robert H. Deng. Data Privacy and Security in Deep Learning: Attacks, Solutions and Opportunities. IEEE Communications Magazine, 2019.
[TVT'19] Guowen Xu, Hongwei Li, Sen Liu, Mi Wen, Rongxing Lu. Efficient and Privacy-preserving Truth Discovery in Mobile Crowd Sensing Systems. IEEE Transactions on Vehicular Technology(TVT), 2019.
[CCS'18] Guowen Xu, Hongwei Li, Rongxing Lu. Poster: Practical and Privacy-Aware Truth Discovery in Mobile Crowd Sensing Systems. ACM Conference on Computer and Communications Security(CCS), 2018.( CCF A)
[Comput Secur'17] Guowen Xu, Hongwei Li, Chen Tan, Dongxiao Liu, Kan Yang. Achieving Efficient and Priva-cy-Preserving Truth Discovery in Crowd Sensing Systems. Computers & Security, 2017.( CCF B)