Guowen Xu

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 102

Top Venues

CoRR

IEEE Trans. Inf. Forensics Secur.

IEEE Trans. Dependable Secur. Comput.

ICC

Publications

Yiran Li, Shibin Zhang, Yan Chang, Guowen Xu, Hongwei Li
Privacy-Preserving and Poisoning-Defending Federated Learning in Fog Computing. IEEE Internet Things J. 11 (3) (2024)
Yuang Zhang, Haonan An, Zhengru Fang, Guowen Xu, Yuan Zhou, Xianhao Chen, Yuguang Fang
SmartCooper: Vehicular Collaborative Perception with Adaptive Fusion and Judger Mechanism. ICRA (2024)
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 Trans. Inf. Forensics Secur. 19 (2024)
Wenbo Jiang, Hongwei Li, Jiaming He, Rui Zhang, Guowen Xu, Tianwei Zhang, Rongxing Lu
Backdoor Attacks against Image-to-Image Networks. CoRR (2024)
Wenbo Jiang, Tianwei Zhang, Han Qiu, Hongwei Li, Guowen Xu
Incremental Learning, Incremental Backdoor Threats. IEEE Trans. Dependable Secur. Comput. 21 (2) (2024)
Zhuoran Ma, Yang Liu, Yinbin Miao, Guowen Xu, Ximeng Liu, Jianfeng Ma, Robert H. Deng
FlGan: GAN-Based Unbiased Federated Learning Under Non-IID Settings. IEEE Trans. Knowl. Data Eng. 36 (4) (2024)
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) (2024)
Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang, Rongxing Lu
A Comprehensive Defense Framework Against Model Extraction Attacks. IEEE Trans. Dependable Secur. Comput. 21 (2) (2024)
Yuang Zhang, Haonan An, Zhengru Fang, Guowen Xu, Yuan Zhou, Xianhao Chen, Yuguang Fang
SmartCooper: Vehicular Collaborative Perception with Adaptive Fusion and Judger Mechanism. CoRR (2024)
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) (2024)
Haolin Wu, Jing Chen, Ruiying Du, Cong Wu, Kun He, Xingcan Shang, Hao Ren, Guowen Xu
CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning. CoRR (2024)
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) (2024)
Hangcheng Cao, Wenbin Huang, Guowen Xu, Xianhao Chen, Ziyang He, Jingyang Hu, Hongbo Jiang, Yuguang Fang
Security Analysis of WiFi-based Sensing Systems: Threats from Perturbation Attacks. CoRR (2024)
Cong Wu, Jing Chen, Qianru Fang, Kun He, Ziming Zhao, Hao Ren, Guowen Xu, Yang Liu, Yang Xiang
Rethinking Membership Inference Attacks Against Transfer Learning. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Xinyuan Qian, Hongwei Li, Guowen Xu, Haoyong Wang, Tianwei Zhang, Xianhao Chen, Yuguang Fang
Privacy-Preserving Data Evaluation via Functional Encryption, Revisited. INFOCOM (2024)
Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang, Rongxing Lu
Physical Black-Box Adversarial Attacks Through Transformations. IEEE Trans. Big Data 9 (3) (2023)
Guanlin Li, Guowen Xu, Tianwei Zhang
Adversarial Training Over Long-Tailed Distribution. CoRR (2023)
Jianfei Sun, Guowen Xu, Tianwei Zhang, Hu Xiong, Hongwei Li, Robert H. Deng
Share Your Data Carefree: An Efficient, Scalable and Privacy-Preserving Data Sharing Service in Cloud Computing. IEEE Trans. Cloud Comput. 11 (1) (2023)
Guowen Xu, Guanlin Li, Shangwei Guo, Tianwei Zhang, Hongwei Li
Secure Decentralized Image Classification With Multiparty Homomorphic Encryption. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Xiaobei Yan, Xiaoxuan Lou, Guowen Xu, Han Qiu, Shangwei Guo, Chip-Hong Chang, Tianwei Zhang
MERCURY: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator. ICFPT (2023)
Hao Ren, Guowen Xu, Han Qiu, Tianwei Zhang
PriFR: Privacy-preserving Large-scale File Retrieval System via Blockchain for Encrypted Cloud Data. BigDataSecurity/HPSC/IDS (2023)
Guanlin Li, Guowen Xu, Shangwei Guo, Han Qiu, Jiwei Li, Tianwei Zhang
Extracting Robust Models with Uncertain Examples. ICLR (2023)
Guowen Xu, Shengmin Xu, Jinhua Ma, Jianting Ning, Xinyi Huang
An Adaptively Secure and Efficient Data Sharing System for Dynamic User Groups in Cloud. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Jianfei Sun, Guowen Xu, Tianwei Zhang, Xuehuan Yang, Mamoun Alazab, Robert H. Deng
Verifiable, Fair and Privacy-Preserving Broadcast Authorization for Flexible Data Sharing in Clouds. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Xiaobei Yan, Xiaoxuan Lou, Guowen Xu, Han Qiu, Shangwei Guo, Chip-Hong Chang, Tianwei Zhang
Mercury: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator. CoRR (2023)
Hanxiao Chen, Hongwei Li, Yingzhe Wang, Meng Hao, Guowen Xu, Tianwei Zhang
PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Senkang Hu, Zhengru Fang, Haonan An, Guowen Xu, Yuan Zhou, Xianhao Chen, Yuguang Fang
Adaptive Communications in Collaborative Perception with Domain Alignment for Autonomous Driving. CoRR (2023)
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) (2023)
Shiqian Zhao, Kangjie Chen, Meng Hao, Jian Zhang, Guowen Xu, Hongwei Li, Tianwei Zhang
Extracting Cloud-based Model with Prior Knowledge. CoRR (2023)
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) (2023)
Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang
Color Backdoor: A Robust Poisoning Attack in Color Space. CVPR (2023)
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 Trans. Dependable Secur. Comput. 20 (1) (2023)
Jianfei Sun, Guowen Xu, Tianwei Zhang, Xuehuan Yang, Mamoun Alazab, Robert H. Deng
Privacy-Aware and Security-Enhanced Efficient Matchmaking Encryption. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Jingwei Wang, Xinchun Yin, Jianting Ning, Shengmin Xu, Guowen Xu, Xinyi Huang
Secure Updatable Storage Access Control System for EHRs in the Cloud. IEEE Trans. Serv. Comput. 16 (4) (2023)
Kangjie Chen, Xiaoxuan Lou, Guowen Xu, Jiwei Li, Tianwei Zhang
Clean-image Backdoor: Attacking Multi-label Models with Poisoned Labels Only. ICLR (2023)
Hanxiao Chen, Meng Hao, Hongwei Li, Kangjie Chen, Guowen Xu, Tianwei Zhang, Xilin Zhang
GuardHFL: Privacy Guardian for Heterogeneous Federated Learning. ICML (2023)
Guiqiang Hu, Hongwei Li, Guowen Xu, Xinqiang Ma
Enabling Simultaneous Content Regulation and Privacy Protection for Cloud Storage Image. IEEE Trans. Cloud Comput. 11 (1) (2023)
Dongyun Xue, Haomiao Yang, Mengyu Ge, Jingwei Li, Guowen Xu, Hongwei Li
Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients. INFOCOM (2023)
Yiran Li, Hongwei Li, Guowen Xu, Xiaoming Huang, Rongxing Lu
Efficient Privacy-Preserving Federated Learning With Unreliable Users. IEEE Internet Things J. 9 (13) (2022)
Guowen Xu, Guanlin Li, Shangwei Guo, Tianwei Zhang, Hongwei Li
Privacy-preserving Decentralized Deep Learning with Multiparty Homomorphic Encryption. CoRR (2022)
Xingshuo Han, Guowen Xu, Yuan Zhou, Xuehuan Yang, Jiwei Li, Tianwei Zhang
Clean-Annotation Backdoor Attack against Lane Detection Systems in the Wild. CoRR (2022)
Zuobin Ying, Yangzong Zhang, Shengmin Xu, Guowen Xu, Wenjian Liu
Anteater: Malware Injection Detection with Program Network Traffic Behavior. NaNA (2022)
Guowen Xu, Hongwei Li, Hao Ren, Xiaodong Lin, Xuemin Shen
DNA Similarity Search With Access Control Over Encrypted Cloud Data. IEEE Trans. Cloud Comput. 10 (2) (2022)
Guowen Xu, Hongwei Li, Yun Zhang, Shengmin Xu, Jianting Ning, Robert H. Deng
Privacy-Preserving Federated Deep Learning With Irregular Users. IEEE Trans. Dependable Secur. Comput. 19 (2) (2022)
Shengmin Xu, Jianting Ning, Yingjiu Li, Yinghui Zhang, Guowen Xu, Xinyi Huang, Robert H. Deng
Match in My Way: Fine-Grained Bilateral Access Control for Secure Cloud-Fog Computing. IEEE Trans. Dependable Secur. Comput. 19 (2) (2022)
Hao Ren, Hongwei Li, Dongxiao Liu, Guowen Xu, Nan Cheng, Xuemin Shen
Privacy-Preserving Efficient Verifiable Deep Packet Inspection for Cloud-Assisted Middlebox. IEEE Trans. Cloud Comput. 10 (2) (2022)
Guanlin Li, Guowen Xu, Tianwei Zhang
A Benchmark of Long-tailed Instance Segmentation with Noisy Labels (Short Version). CoRR (2022)
Hao Ren, Hongwei Li, Dongxiao Liu, Guowen Xu, Xuemin Sherman Shen
Enabling Secure and Versatile Packet Inspection With Probable Cause Privacy for Outsourced Middlebox. IEEE Trans. Cloud Comput. 10 (4) (2022)
Shengmin Xu, Jianting Ning, Xinyi Huang, Yingjiu Li, Guowen Xu
Untouchable Once Revoking: A Practical and Secure Dynamic EHR Sharing System via Cloud. IEEE Trans. Dependable Secur. Comput. 19 (6) (2022)
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 (2022)
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 (2022)
Guanlin Li, Guowen Xu, Han Qiu, Ruan He, Jiwei Li, Tianwei Zhang
Improving Adversarial Robustness of 3D Point Cloud Classification Models. ECCV (4) (2022)
Gelei Deng, Guowen Xu, Yuan Zhou, Tianwei Zhang, Yang Liu
On the (In)Security of Secure ROS2. CCS (2022)
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)
Yiran Li, Hongwei Li, Guowen Xu, Tao Xiang, Rongxing Lu
Practical Privacy-Preserving Federated Learning in Vehicular Fog Computing. IEEE Trans. Veh. Technol. 71 (5) (2022)
Gang Han, Tiantian Zhang, Yinghui Zhang, Guowen Xu, Jianfei Sun, Jin Cao
Verifiable and privacy preserving federated learning without fully trusted centers. J. Ambient Intell. Humaniz. Comput. 13 (3) (2022)
Hao Ren, Guowen Xu, Tianwei Zhang, Jianting Ning, Xinyi Huang, Hongwei Li, Rongxing Lu
Efficiency Boosting of Secure Cross-platform Recommender Systems over Sparse Data. CoRR (2022)
Guowen Xu, Shengmin Xu, Jianting Ning, Tianwei Zhang, Xinyi Huang, Hongwei Li, Rongxing Lu
New Secure Sparse Inner Product with Applications to Machine Learning. CoRR (2022)
Hanxiao Chen, Hongwei Li, Guishan Dong, Meng Hao, Guowen Xu, Xiaoming Huang, Zhe Liu
Practical Membership Inference Attack Against Collaborative Inference in Industrial IoT. IEEE Trans. Ind. Informatics 18 (1) (2022)
Meng Hao, Hongwei Li, Hanxiao Chen, Pengzhi Xing, Guowen Xu, Tianwei Zhang
Iron: Private Inference on Transformers. NeurIPS (2022)
Shangwei Guo, Tianwei Zhang, Guowen Xu, Han Yu, Tao Xiang, Yang Liu
Topology-Aware Differential Privacy for Decentralized Image Classification. IEEE Trans. Circuits Syst. Video Technol. 32 (6) (2022)
Xiaoxuan Lou, Guowen Xu, Kangjie Chen, Guanlin Li, Jiwei Li, Tianwei Zhang
ShiftNAS: Towards Automatic Generation of Advanced Mulitplication-Less Neural Networks. CoRR (2022)
Guowen Xu, Xingshuo Han, Tianwei Zhang, Hongwei Li, Robert H. Deng
SIMC 2.0: Improved Secure ML Inference Against Malicious Clients. CoRR (2022)
Jianfei Sun, Guowen Xu, Tianwei Zhang, Mamoun Alazab, Robert H. Deng
A Practical Fog-Based Privacy-Preserving Online Car-Hailing Service System. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Shengmin Xu, Jianting Ning, Jinhua Ma, Guowen Xu, Jiaming Yuan, Robert H. Deng
Revocable Policy-Based Chameleon Hash. ESORICS (1) (2021)
Zongqi Chen, Hongwei Li, Meng Hao, Guowen Xu
Enhanced Mixup Training: a Defense Method Against Membership Inference Attack. ISPEC (2021)
Yun Zhang, Hongwei Li, Guowen Xu, Shuai Yuan, Xiaoming Huang
One radish, One hole: Specific adversarial training for enhancing neural network's robustness. Peer-to-Peer Netw. Appl. 14 (4) (2021)
Meng Hao, Hongwei Li, Guowen Xu, Hanxiao Chen, Tianwei Zhang
Efficient, Private and Robust Federated Learning. ACSAC (2021)
Xiaoyuan Liu, Hongwei Li, Guowen Xu, Zongqi Chen, Xiaoming Huang, Rongxing Lu
Privacy-Enhanced Federated Learning Against Poisoning Adversaries. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Guanlin Li, Shangwei Guo, Run Wang, Guowen Xu, Tianwei Zhang
A Stealthy and Robust Fingerprinting Scheme for Generative Models. CoRR (2021)
Jianfei Sun, Dajiang Chen, Ning Zhang, Guowen Xu, Mingjian Tang, Xuyun Nie, Mingsheng Cao
A Privacy-Aware and Traceable Fine-Grained Data Delivery System in Cloud-Assisted Healthcare IIoT. IEEE Internet Things J. 8 (12) (2021)
Yun Zhang, Hongwei Li, Guowen Xu, Xizhao Luo, Guishan Dong
Generating Audio Adversarial Examples with Ensemble Substituted Models. ICC (2021)
Haoran Yuan, Xiaofeng Chen, Guowen Xu, Jianting Ning, Joseph K. Liu, Robert H. Deng
Efficient and Verifiable Proof of Replication with Fast Fault Localization. INFOCOM (2021)
Meng Hao, Hongwei Li, Guowen Xu, Zhe Liu, Zongqi Chen
Privacy-aware and Resource-saving Collaborative Learning for Healthcare in Cloud Computing. ICC (2020)
Wenshu Fan, Hongwei Li, Wenbo Jiang, Guowen Xu, Rongxing Lu
A Practical Black-Box Attack Against Autonomous Speech Recognition Model. GLOBECOM (2020)
Shengmin Xu, Jiaming Yuan, Guowen Xu, Yingjiu Li, Ximeng Liu, Yinghui Zhang, Zuobin Ying
Efficient ciphertext-policy attribute-based encryption with blackbox traceability. Inf. Sci. 538 (2020)
Guowen Xu, Hongwei Li, Shengmin Xu, Hao Ren, Yinghui Zhang, Jianfei Sun, Robert H. Deng
Catch You If You Deceive Me: Verifiable and Privacy-Aware Truth Discovery in Crowdsensing Systems. AsiaCCS (2020)
Yinghui Zhang, Tiantian Zhang, Shengmin Xu, Guowen Xu, Dong Zheng
Revocable and certificateless public auditing for cloud storage. Sci. China Inf. Sci. 63 (10) (2020)
Hanxiao Chen, Hongwei Li, Guowen Xu, Yun Zhang, Xizhao Luo
Achieving Privacy-preserving Federated Learning with Irrelevant Updates over E-Health Applications. ICC (2020)
Yiran Li, Hongwei Li, Guowen Xu, Tao Xiang, Xiaoming Huang, Rongxing Lu
Toward Secure and Privacy-Preserving Distributed Deep Learning in Fog-Cloud Computing. IEEE Internet Things J. 7 (12) (2020)
Xiaoyuan Liu, Hongwei Li, Guowen Xu, Rongxing Lu, Miao He
Adaptive privacy-preserving federated learning. Peer-to-Peer Netw. Appl. 13 (6) (2020)
Guowen Xu, Hongwei Li, Yuan Zhang, Xiaodong Lin, Robert H. Deng, Xuemin Shen
A Deep Learning Framework Supporting Model Ownership Protection and Traitor Tracing. ICPADS (2020)
Guowen Xu, Hongwei Li, Sen Liu, Kan Yang, Xiaodong Lin
VerifyNet: Secure and Verifiable Federated Learning. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Meng Hao, Hongwei Li, Xizhao Luo, Guowen Xu, Haomiao Yang, Sen Liu
Efficient and Privacy-Enhanced Federated Learning for Industrial Artificial Intelligence. IEEE Trans. Ind. Informatics 16 (10) (2020)
Guowen Xu, Hongwei Li, Hao Ren, Jianfei Sun, Shengmin Xu, Jianting Ning, Haomiao Yang, Kan Yang, Robert H. Deng
Secure and Verifiable Inference in Deep Neural Networks. ACSAC (2020)
Xiaoyuan Liu, Hongwei Li, Guowen Xu, Sen Liu, Zhe Liu, Rongxing Lu
PADL: Privacy-Aware and Asynchronous Deep Learning for IoT Applications. IEEE Internet Things J. 7 (8) (2020)
Wenbo Jiang, Hongwei Li, Guowen Xu, Mi Wen, Guishan Dong, Xiaodong Lin
PTAS: Privacy-preserving Thin-client Authentication Scheme in blockchain-based PKI. Future Gener. Comput. Syst. 96 (2019)
Li Gong, Hongwei Li, Guowen Xu, Xizhao Luo, Mi Wen
Multi-Keyword Search Guaranteeing Forward and Backward Privacy over Large-Scale Cloud Data. GLOBECOM (2019)
Yiran Li, Hongwei Li, Guowen Xu, Sen Liu, Rongxing Lu
EPPS: Efficient Privacy-Preserving Scheme in Distributed Deep Learning. GLOBECOM (2019)
Guowen Xu, Hongwei Li, Yuanshun Dai, Kan Yang, Xiaodong Lin
Enabling Efficient and Geometric Range Query With Access Control Over Encrypted Spatial Data. IEEE Trans. Inf. Forensics Secur. 14 (4) (2019)
Guowen Xu, Hongwei Li, Sen Liu, Mi Wen, Rongxing Lu
Efficient and Privacy-Preserving Truth Discovery in Mobile Crowd Sensing Systems. IEEE Trans. Veh. Technol. 68 (4) (2019)
Guowen Xu, Hongwei Li, Hao Ren, Kan Yang, Robert H. Deng
Data Security Issues in Deep Learning: Attacks, Countermeasures, and Opportunities. IEEE Commun. Mag. 57 (11) (2019)
Meng Hao, Hongwei Li, Guowen Xu, Sen Liu, Haomiao Yang
Towards Efficient and Privacy-Preserving Federated Deep Learning. ICC (2019)
Guowen Xu, Hongwei Li, Wenlei Wang, Yue Chen, Haomiao Yang, Yanzhi Ren
Towards practical personalized recommendation with multi-level differential privacy controls. INFOCOM Workshops (2018)
Wenbo Jiang, Hongwei Li, Guowen Xu, Mi Wen, Guishan Dong, Xiaodong Lin
A Privacy-Preserving Thin-Client Scheme in Blockchain-Based PKI. GLOBECOM (2018)
Guowen Xu, Hongwei Li, Yuanshun Dai, Jian Bai, Xiaodong Lin
EFRS: Enabling Efficient and Fine-Grained Range Search on Encrypted Spatial Data. ICC (2018)
Guowen Xu, Hongwei Li
Achieving Fine-grained Multi-keyword Ranked Search over Encrypted Cloud Data. IACR Cryptol. ePrint Arch. 2018 (2018)
Guowen Xu, Hongwei Li, Rongxing Lu
Practical and Privacy-Aware Truth Discovery in Mobile Crowd Sensing Systems. CCS (2018)
Hongwei Li, Guowen Xu, Qiang Tang, Xiaodong Lin, Xuemin (Sherman) Shen
Enabling Efficient and Fine-Grained DNA Similarity Search with Access Control over Encrypted Cloud Data. WASA (2018)
Guowen Xu, Yan Ren, Hongwei Li, Dongxiao Liu, Yuanshun Dai, Kan Yang
CryptMDB: A practical encrypted MongoDB over big data. ICC (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guowen Xu