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ORCIDHongsheng Hu
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j11]Hongsheng Hu
, Yunhe Meng, Shipei Huang:
H∞ security control for 2-D switched time delay systems under arbitrary delay time-variation rate and stochastic cyber attacks. J. Frankl. Inst. 361(18): 107290 (2024)- [j10]Hongsheng Hu, Xuyun Zhang, Zoran Salcic, Lichao Sun, Kim-Kwang Raymond Choo, Gillian Dobbie:
Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning. IEEE Trans. Dependable Secur. Comput. 21(4): 3012-3029 (2024) - [j9]Hongsheng Hu, Jingyuan Su, Fengwei Chen, Yue Sun:
Modularized Inductive Power Transfer Systems With Inherent Impedance Decoupling for High-Power Applications. IEEE Trans. Ind. Electron. 71(2): 1492-1502 (2024) - [c17]Di Zhao, Yun Sing Koh, Gillian Dobbie, Hongsheng Hu, Philippe Fournier-Viger:
Symmetric Self-Paced Learning for Domain Generalization. AAAI 2024: 16961-16969 - [c16]Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Lianyong Qi, Amin Beheshti, Xiaolong Xu, Kim-Kwang Raymond Choo, Shuo Wang, Hongsheng Hu:
Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought. IJCAI 2024: 5781-5789 - [c15]Hongsheng Hu, Shuo Wang, Jiamin Chang, Haonan Zhong, Ruoxi Sun, Shuang Hao, Haojin Zhu, Minhui Xue:
A Duty to Forget, a Right to be Assured? Exposing Vulnerabilities in Machine Unlearning Services. NDSS 2024 - [c14]Yongzhe Jia, Xuyun Zhang, Hongsheng Hu, Kim-Kwang Raymond Choo, Lianyong Qi, Xiaolong Xu, Amin Beheshti, Wanchun Dou:
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices. NeurIPS 2024 - [c13]Shuo Wang, Hongsheng Hu, Jiamin Chang, Benjamin Zi Hao Zhao, Minhui Xue:
LACMUS: Latent Concept Masking for General Robustness Enhancement of DNNs. SP 2024: 2977-2995 - [c12]Hongsheng Hu, Shuo Wang, Tian Dong, Minhui Xue:
Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning. SP 2024: 3257-3275 - [c11]Shuo Wang, Hongsheng Hu, Jiamin Chang, Benjamin Zi Hao Zhao, Qi Alfred Chen, Minhui Xue:
DNN-GP: Diagnosing and Mitigating Model's Faults Using Latent Concepts. USENIX Security Symposium 2024 - [c10]Nan Wu, Xin Yuan, Shuo Wang, Hongsheng Hu, Minhui Xue:
Cardinality Counting in "Alcatraz": A Privacy-aware Federated Learning Approach. WWW 2024: 3076-3084 - [i15]Hongsheng Hu, Shuo Wang, Tian Dong, Minhui Xue:
Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning. CoRR abs/2404.03233 (2024) - [i14]Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Lianyong Qi, Amin Beheshti, Xiaolong Xu, Kim-Kwang Raymond Choo, Shuo Wang, Hongsheng Hu:
Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought. CoRR abs/2405.07018 (2024) - [i13]Binhao Ma, Tianhang Zheng, Hongsheng Hu, Di Wang, Shuo Wang, Zhongjie Ba, Zhan Qin, Kui Ren:
Releasing Malevolence from Benevolence: The Menace of Benign Data on Machine Unlearning. CoRR abs/2407.05112 (2024) - [i12]Yongqi Jiang, Yansong Gao, Chunyi Zhou, Hongsheng Hu, Anmin Fu, Willy Susilo:
Intellectual Property Protection for Deep Learning Model and Dataset Intelligence. CoRR abs/2411.05051 (2024) - [i11]Zhiyu Zhu, Zhibo Jin, Hongsheng Hu, Minhui Xue, Ruoxi Sun, Seyit Camtepe, Praveen Gauravaram, Huaming Chen:
AI-Compass: A Comprehensive and Effective Multi-module Testing Tool for AI Systems. CoRR abs/2411.06146 (2024) - [i10]Fengchao Chen, Tingmin Wu, Van Nguyen, Shuo Wang, Hongsheng Hu, Alsharif Abuadbba, Carsten Rudolph:
Adapting to Cyber Threats: A Phishing Evolution Network (PEN) Framework for Phishing Generation and Analyzing Evolution Patterns using Large Language Models. CoRR abs/2411.11389 (2024) - [i9]Yongzhe Jia, Xuyun Zhang, Hongsheng Hu, Kim-Kwang Raymond Choo, Lianyong Qi, Xiaolong Xu, Amin Beheshti, Wanchun Dou:
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices. CoRR abs/2412.05823 (2024) - [i8]Ruixuan Liu, Toan Tran, Tianhao Wang, Hongsheng Hu, Shuo Wang, Li Xiong:
ExpShield: Safeguarding Web Text from Unauthorized Crawling and Language Modeling Exploitation. CoRR abs/2412.21123 (2024) - 2023
- [j8]Hongsheng Hu, Gillian Dobbie, Zoran Salcic, Meng Liu, Jianbing Zhang, Lingjuan Lyu, Xuyun Zhang:
Differentially private locality sensitive hashing based federated recommender system. Concurr. Comput. Pract. Exp. 35(14) (2023) - [c9]Zhibo Jin, Zhiyu Zhu, Hongsheng Hu, Minhui Xue, Huaming Chen:
POSTER: ML-Compass: A Comprehensive Assessment Framework for Machine Learning Models. AsiaCCS 2023: 1031-1033 - [c8]Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu:
OptIForest: Optimal Isolation Forest for Anomaly Detection. IJCAI 2023: 2379-2387 - [i7]Yixin Liu, Hongsheng Hu, Xuyun Zhang, Lichao Sun:
Watermarking Text Data on Large Language Models for Dataset Copyright Protection. CoRR abs/2305.13257 (2023) - [i6]Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu:
OptIForest: Optimal Isolation Forest for Anomaly Detection. CoRR abs/2306.12703 (2023) - [i5]Hongsheng Hu, Shuo Wang, Jiamin Chang, Haonan Zhong, Ruoxi Sun, Shuang Hao, Haojin Zhu, Minhui Xue:
A Duty to Forget, a Right to be Assured? Exposing Vulnerabilities in Machine Unlearning Services. CoRR abs/2309.08230 (2023) - [i4]Hongsheng Hu, Xuyun Zhang, Zoran Salcic, Lichao Sun, Kim-Kwang Raymond Choo, Gillian Dobbie:
Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning. CoRR abs/2310.00222 (2023) - 2022
- [j7]Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Philip S. Yu, Xuyun Zhang:
Membership Inference Attacks on Machine Learning: A Survey. ACM Comput. Surv. 54(11s): 235:1-235:37 (2022) - [j6]Qiyun Zhang, Xuyun Zhang, Hongsheng Hu, Caizhong Li, Yinping Lin, Rui Ma:
Sports match prediction model for training and exercise using attention-based LSTM network. Digit. Commun. Networks 8(4): 508-515 (2022) - [j5]Hongsheng Hu, Shipei Huang, Hui Wu:
Finite-time event-triggered control for switched affine systems with time-varying delay under state-dependent switching. Int. J. Syst. Sci. 53(6): 1317-1333 (2022) - [j4]Hongsheng Hu, Shanxu Duan, Tao Cai, Pingkang Zheng:
A Current-Sharing Compensation Method for High-Power-Medium-Frequency Coils Composed of Multiple Branches Connected in Parallel. IEEE Trans. Ind. Electron. 69(5): 4637-4651 (2022) - [c7]Haolong Xiang, Hongsheng Hu, Xuyun Zhang:
DeepiForest: A Deep Anomaly Detection Framework with Hashing Based Isolation Forest. ICDM 2022: 1251-1256 - [c6]Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Jinjun Chen, Lichao Sun, Xuyun Zhang:
Membership Inference via Backdooring. IJCAI 2022: 3832-3838 - [i3]Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Jinjun Chen, Lichao Sun, Xuyun Zhang:
Membership Inference via Backdooring. CoRR abs/2206.04823 (2022) - 2021
- [j3]Meng Liu, Hongsheng Hu, Haolong Xiang, Chi Yang, Lingjuan Lyu, Xuyun Zhang:
Clustering-based Efficient Privacy-preserving Face Recognition Scheme without Compromising Accuracy. ACM Trans. Sens. Networks 17(3): 31:1-31:27 (2021) - [c5]Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Xuyun Zhang:
Source Inference Attacks in Federated Learning. ICDM 2021: 1102-1107 - [c4]Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Yi Chen, Xuyun Zhang:
EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks. IJCNN 2021: 1-8 - [i2]Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Xuyun Zhang:
Membership Inference Attacks on Machine Learning: A Survey. CoRR abs/2103.07853 (2021) - [i1]Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Xuyun Zhang:
Source Inference Attacks in Federated Learning. CoRR abs/2109.05659 (2021) - 2020
- [c3]Hongsheng Hu, Gillian Dobbie, Zoran Salcic, Meng Liu, Jianbing Zhang, Xuyun Zhang:
A Locality Sensitive Hashing Based Approach for Federated Recommender System. CCGRID 2020: 836-842
2010 – 2019
- 2019
- [j2]Xiaoming Zhang, Tao Cai, Shanxu Duan, Hao Feng, Hongsheng Hu, Jintao Niu, Changsong Chen:
A Control Strategy for Efficiency Optimization and Wide ZVS Operation Range in Bidirectional Inductive Power Transfer System. IEEE Trans. Ind. Electron. 66(8): 5958-5969 (2019) - 2018
- [j1]Hao Feng, Tao Cai, Shanxu Duan, Xiaoming Zhang, Hongsheng Hu, Jintao Niu:
A Dual-Side-Detuned Series-Series Compensated Resonant Converter for Wide Charging Region in a Wireless Power Transfer System. IEEE Trans. Ind. Electron. 65(3): 2177-2188 (2018) - 2010
- [c2]Hongsheng Hu, Liang Cui, Jiong Wang:
Control system design and performance test of a magnetorheological fluid fan clutch. ICCA 2010: 1409-1413
2000 – 2009
- 2008
- [c1]Hongsheng Hu, Suxiang Qian, Jiong Wang, Zhaochun Li:
Performance simulation and experimental evaluation for a magnet-rheological damper under impact load. ROBIO 2008: 1538-1543
Coauthor Index
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