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ORCIDHongwei Li 0001
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Publications
- 2025
[j139]Haomiao Yang
, Dongyun Xue, Mengyu 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 Trans. Dependable Secur. Comput. 22(1): 132-145 (2025)- [j138]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. IEEE Trans. Dependable Secur. Comput. 22(3): 2146-2160 (2025) - [j137]Wenbo Jiang, Hongwei Li, Guowen Xu, Hao Ren, Haomiao Yang, Tianwei Zhang, Shui Yu:
Rethinking the Design of Backdoor Triggers and Adversarial Perturbations: A Color Space Perspective. IEEE Trans. Dependable Secur. Comput. 22(3): 2823-2840 (2025) - [j136]Guowen Xu, Shengmin Xu, Jianting Ning, Xinyi Huang, Hongwei Li, Rongxing Lu:
New Secure Sparse Inner Product With Applications to Machine Learning. IEEE Trans. Dependable Secur. Comput. 22(4): 4040-4052 (2025) - [j135]Jianfei Sun, Guowen Xu, Hongwei Li, Tianwei Zhang, Cong Wu, Xuehuan Yang, Robert H. Deng:
Sanitizable Cross-Domain Access Control With Policy-Driven Dynamic Authorization. IEEE Trans. Dependable Secur. Comput. 22(4): 4126-4142 (2025) - [j134]Xiaoyuan Liu, Hongwei Li, Guowen Xu, Xilin Zhang, Tianwei Zhang, Jianying Zhou:
Secure and Lightweight Feature Selection for Horizontal Federated Learning. IEEE Trans. Inf. Forensics Secur. 20: 1487-1502 (2025) - [i32]Zihan Wang, Hongwei Li, Rui Zhang, Wenbo Jiang, Kangjie Chen, Tianwei Zhang, Qingchuan Zhao, Guowen Xu:
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models. CoRR abs/2505.03501 (2025) - [i31]Zihan Wang, Hongwei Li, Rui Zhang, Yu Liu, Wenbo Jiang, Wenshu Fan, Qingchuan Zhao, Guowen Xu:
MPMA: Preference Manipulation Attack Against Model Context Protocol. CoRR abs/2505.11154 (2025) - [i30]Rui Zhang, Yun Shen, Hongwei Li, Wenbo Jiang, Hanxiao Chen, Yuan Zhang, Guowen Xu, Yang Zhang:
The Ripple Effect: On Unforeseen Complications of Backdoor Attacks. CoRR abs/2505.11586 (2025) - [i29]Shuai Yuan, Guowen Xu, Hongwei Li, Rui Zhang, Xinyuan Qian, Wenbo Jiang, Hangcheng Cao, Qingchuan Zhao:
FIGhost: Fluorescent Ink-based Stealthy and Flexible Backdoor Attacks on Physical Traffic Sign Recognition. CoRR abs/2505.12045 (2025) - 2024
- [j127]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): 5063-5077 (2024) - [j121]Wenbo Jiang, Tianwei Zhang, Han Qiu, Hongwei Li, Guowen Xu:
Incremental Learning, Incremental Backdoor Threats. IEEE Trans. Dependable Secur. Comput. 21(2): 559-572 (2024) - [j120]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): 685-700 (2024) - [j119]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) - [j118]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) - [j114]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 Trans. Dependable Secur. Comput. 21(6): 5781-5796 (2024) - [j108]Hanxiao Chen, Hongwei Li, Meng Hao, Jia Hu, Guowen Xu, Xilin Zhang, Tianwei Zhang:
SecBNN: Efficient Secure Inference on Binary Neural Networks. IEEE Trans. Inf. Forensics Secur. 19: 10273-10286 (2024) - [j100]Shuai Yuan, Hongwei Li, Xinyuan Qian, Meng Hao, Yixiao Zhai, Guowen Xu:
Efficient and Privacy-Preserving Outsourcing of Gradient Boosting Decision Tree Inference. IEEE Trans. Serv. Comput. 17(5): 2334-2348 (2024) - [c86]Cong Wu, Jing Chen, Ziming Zhao, Kun He, Guowen Xu, Yueming Wu, Haijun Wang, Hongwei Li, Yang Liu, Yang Xiang:
TokenScout: Early Detection of Ethereum Scam Tokens via Temporal Graph Learning. CCS 2024: 956-970 - [c78]Xinyuan Qian, Hongwei Li, Haoyong Wang, Guowen Xu, Shengmin Xu, Ju Ren:
SecSCS: A User-Centric Secure Smart Camera System Based on Blockchain. ICDCS 2024: 367-378 - [c77]Xinyuan Qian, Hongwei Li, Guowen Xu, Haoyong Wang, Tianwei Zhang, Xianhao Chen, Yuguang Fang:
Privacy-Preserving Data Evaluation via Functional Encryption, Revisited. INFOCOM 2024: 11-20 - [i22]Wenbo Jiang, Hongwei Li, Jiaming He, Rui Zhang, Guowen Xu, Tianwei Zhang, Rongxing Lu:
Backdoor Attacks against Image-to-Image Networks. CoRR abs/2407.10445 (2024) - [i20]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) - [i19]Shuai Yuan, Hongwei Li, Xinyuan Qian, Wenbo Jiang, Guowen Xu:
OnePath: Efficient and Privacy-Preserving Decision Tree Inference in the Cloud. CoRR abs/2409.19334 (2024) - [i16]Wenbo Jiang, Jiaming He, Hongwei Li, Guowen Xu, Rui Zhang, Hanxiao Chen, Meng Hao, Haomiao Yang:
Combinational Backdoor Attack against Customized Text-to-Image Models. CoRR abs/2411.12389 (2024) - 2023
- [j96]Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang, Rongxing Lu:
Physical Black-Box Adversarial Attacks Through Transformations. IEEE Trans. Big Data 9(3): 964-974 (2023) - [j95]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): 111-127 (2023) - [j94]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): 822-838 (2023) - [j93]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): 3185-3198 (2023) - [j92]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) - [j91]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: 1006-1021 (2023) - [c73]Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang:
Color Backdoor: A Robust Poisoning Attack in Color Space. CVPR 2023: 8133-8142 - [c63]Hanxiao Chen, Meng Hao, Hongwei Li, Kangjie Chen, Guowen Xu, Tianwei Zhang, Xilin Zhang:
GuardHFL: Privacy Guardian for Heterogeneous Federated Learning. ICML 2023: 4566-4584 - [c61]Dongyun Xue, Haomiao Yang, Mengyu Ge, Jingwei Li, Guowen Xu, Hongwei Li:
Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients. INFOCOM 2023: 1-10 - [i14]Shiqian Zhao, Kangjie Chen, Meng Hao, Jian Zhang, Guowen Xu, Hongwei Li, Tianwei Zhang:
Extracting Cloud-based Model with Prior Knowledge. CoRR abs/2306.04192 (2023) - 2022
- [j80]Yiran Li, Hongwei Li, Guowen Xu, Xiaoming Huang, Rongxing Lu:
Efficient Privacy-Preserving Federated Learning With Unreliable Users. IEEE Internet Things J. 9(13): 11590-11603 (2022) - [j75]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): 1052-1064 (2022) - [j74]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): 1233-1252 (2022) - [j72]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): 2580-2594 (2022) - [j70]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): 1364-1381 (2022) - [j68]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): 477-487 (2022) - [j65]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): 4692-4705 (2022) - [c54]Meng Hao, Hongwei Li, Hanxiao Chen, Pengzhi Xing, Guowen Xu, Tianwei Zhang:
Iron: Private Inference on Transformers. NeurIPS 2022 - [i9]Guowen Xu, Guanlin Li, Shangwei Guo, Tianwei Zhang, Hongwei Li:
Privacy-preserving Decentralized Deep Learning with Multiparty Homomorphic Encryption. CoRR abs/2207.04604 (2022) - [i8]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) - [i7]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) - [i6]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) - [i5]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 abs/2210.08421 (2022) - [i4]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 abs/2212.01537 (2022) - 2021
- [j64]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): 2262-2274 (2021) - [j56]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: 4574-4588 (2021) - [c53]Meng Hao, Hongwei Li, Guowen Xu, Hanxiao Chen, Tianwei Zhang:
Efficient, Private and Robust Federated Learning. ACSAC 2021: 45-60 - [c50]Yun Zhang, Hongwei Li, Guowen Xu, Xizhao Luo, Guishan Dong:
Generating Audio Adversarial Examples with Ensemble Substituted Models. ICC 2021: 1-6 - [c47]Zongqi Chen, Hongwei Li, Meng Hao, Guowen Xu:
Enhanced Mixup Training: a Defense Method Against Membership Inference Attack. ISPEC 2021: 32-45 - 2020
- [j53]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): 6955-6969 (2020) - [j51]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): 11460-11472 (2020) - [j49]Xiaoyuan Liu, Hongwei Li, Guowen Xu, Rongxing Lu, Miao He:
Adaptive privacy-preserving federated learning. Peer-to-Peer Netw. Appl. 13(6): 2356-2366 (2020) - [j47]Guowen Xu, Hongwei Li, Sen Liu, Kan Yang, Xiaodong Lin:
VerifyNet: Secure and Verifiable Federated Learning. IEEE Trans. Inf. Forensics Secur. 15: 911-926 (2020) - [j46]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): 6532-6542 (2020) - [c46]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: 784-797 - [c45]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: 178-192 - [c44]Wenshu Fan, Hongwei Li, Wenbo Jiang, Guowen Xu, Rongxing Lu:
A Practical Black-Box Attack Against Autonomous Speech Recognition Model. GLOBECOM 2020: 1-6 - [c43]Hanxiao Chen, Hongwei Li, Guowen Xu, Yun Zhang, Xizhao Luo:
Achieving Privacy-preserving Federated Learning with Irrelevant Updates over E-Health Applications. ICC 2020: 1-6 - [c42]Meng Hao, Hongwei Li, Guowen Xu, Zhe Liu, Zongqi Chen:
Privacy-aware and Resource-saving Collaborative Learning for Healthcare in Cloud Computing. ICC 2020: 1-6 - [c40]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: 438-446 - 2019
- [j41]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): 116-122 (2019) - [j40]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: 185-195 (2019) - [j34]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): 870-885 (2019) - [j31]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): 3854-3865 (2019) - [c38]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: 1-6 - [c37]Yiran Li, Hongwei Li, Guowen Xu, Sen Liu, Rongxing Lu:
EPPS: Efficient Privacy-Preserving Scheme in Distributed Deep Learning. GLOBECOM 2019: 1-6 - [c36]Meng Hao, Hongwei Li, Guowen Xu, Sen Liu, Haomiao Yang:
Towards Efficient and Privacy-Preserving Federated Deep Learning. ICC 2019: 1-6 - 2018
- [c32]Guowen Xu, Hongwei Li, Rongxing Lu:
Practical and Privacy-Aware Truth Discovery in Mobile Crowd Sensing Systems. CCS 2018: 2312-2314 - [c31]Wenbo Jiang, Hongwei Li, Guowen Xu, Mi Wen, Guishan Dong, Xiaodong Lin:
A Privacy-Preserving Thin-Client Scheme in Blockchain-Based PKI. GLOBECOM 2018: 1-6 - [c28]Guowen Xu, Hongwei Li, Yuanshun Dai, Jian Bai, Xiaodong Lin:
EFRS: Enabling Efficient and Fine-Grained Range Search on Encrypted Spatial Data. ICC 2018: 1-6 - [c26]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: 796-801 - [c24]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: 236-248 - [i2]Guowen Xu, Hongwei Li:
Achieving Fine-grained Multi-keyword Ranked Search over Encrypted Cloud Data. IACR Cryptol. ePrint Arch. 2018: 433 (2018) - 2017
- [j21]Guowen Xu, Hongwei Li, Chen Tan, Dongxiao Liu, Yuanshun Dai, Kan Yang:
Achieving efficient and privacy-preserving truth discovery in crowd sensing systems. Comput. Secur. 69: 114-126 (2017) - [c21]Guowen Xu, Yan Ren, Hongwei Li, Dongxiao Liu, Yuanshun Dai, Kan Yang:
CryptMDB: A practical encrypted MongoDB over big data. ICC 2017: 1-6 - 2016
- [c20]Guowen Xu, Hongwei Li, Dongxiao Liu, Hao Ren, Yuanshun Dai, Xiaohui Liang:
Towards Efficient Privacy-Preserving Truth Discovery in Crowd Sensing Systems. GLOBECOM 2016: 1-6 - 2015
- [c12]Hongwei Li, Hao Ren, Hongxian Yao, Hao Chen, Guowen Xu, Yuan-Shun Dai:
Diverse multi-keyword ranked search over encrypted cloud data supporting range query. ICCC 2015: 1-6
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