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Hongwei Li 0001
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Publications
- 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) - [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) - [i27]Meng Hao, Hanxiao Chen, Hongwei Li, Chenkai Weng, Yuan Zhang, Haomiao Yang, Tianwei Zhang:
Scalable Zero-knowledge Proofs for Non-linear Functions in Machine Learning. IACR Cryptol. ePrint Arch. 2025: 507 (2025) - 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) - [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) - [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 - [c76]Meng Hao, Hanxiao Chen, Hongwei Li, Chenkai Weng, Yuan Zhang, Haomiao Yang, Tianwei Zhang:
Scalable Zero-knowledge Proofs for Non-linear Functions in Machine Learning. USENIX Security Symposium 2024 - [c75]Meng Hao, Weiran Liu, Liqiang Peng, Hongwei Li, Cong Zhang, Hanxiao Chen, Tianwei Zhang:
Unbalanced Circuit-PSI from Oblivious Key-Value Retrieval. USENIX Security Symposium 2024 - [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) - 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) - [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) - [j90]Meng Hao
, Hongwei Li
, Hanxiao Chen
, Pengzhi Xing
, Tianwei Zhang
:
FastSecNet: An Efficient Cryptographic Framework for Private Neural Network Inference. IEEE Trans. Inf. Forensics Secur. 18: 2569-2582 (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 - [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) - [i11]Meng Hao, Weiran Liu, Liqiang Peng, Hongwei Li, Cong Zhang, Hanxiao Chen, Tianwei Zhang:
Unbalanced Circuit-PSI from Oblivious Key-Value Retrieval. IACR Cryptol. ePrint Arch. 2023: 1636 (2023) - 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
- [c53]Meng Hao, Hongwei Li, Guowen Xu
, Hanxiao Chen, Tianwei Zhang:
Efficient, Private and Robust Federated Learning. ACSAC 2021: 45-60

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last updated on 2025-08-29 22:58 CEST by the dblp team
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