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Hongsheng Hu
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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
Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning. IEEE Trans. Dependable Secur. Comput. 21(4): 3012-3029 (2024) - [j9]Hongsheng Hu
Modularized Inductive Power Transfer Systems With Inherent Impedance Decoupling for High-Power Applications. IEEE Trans. Ind. Electron. 71(2): 1492-1502 (2024) - [c16]Di Zhao, Yun Sing Koh, Gillian Dobbie, Hongsheng Hu
Symmetric Self-Paced Learning for Domain Generalization. AAAI 2024: 16961-16969 - [c15]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 - [c14]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 - [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
Cardinality Counting in "Alcatraz": A Privacy-aware Federated Learning Approach. WWW 2024: 3076-3084 - [i10]Hongsheng Hu
Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning. CoRR abs/2404.03233 (2024) - [i9]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) - [i8]Binhao Ma, Tianhang Zheng, Hongsheng Hu
Releasing Malevolence from Benevolence: The Menace of Benign Data on Machine Unlearning. CoRR abs/2407.05112 (2024) - 2023
- [j8]Hongsheng Hu
Differentially private locality sensitive hashing based federated recommender system. Concurr. Comput. Pract. Exp. 35(14) (2023) - [c9]Zhibo Jin
POSTER: ML-Compass: A Comprehensive Assessment Framework for Machine Learning Models. AsiaCCS 2023: 1031-1033 - [c8]Haolong Xiang, Xuyun Zhang
OptIForest: Optimal Isolation Forest for Anomaly Detection. IJCAI 2023: 2379-2387 - [i7]Yixin Liu, Hongsheng Hu
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
A Duty to Forget, a Right to be Assured? Exposing Vulnerabilities in Machine Unlearning Services. CoRR abs/2309.08230 (2023) - [i4]Hongsheng Hu
Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning. CoRR abs/2310.00222 (2023) - 2022
- [j7]Hongsheng Hu
Membership Inference Attacks on Machine Learning: A Survey. ACM Comput. Surv. 54(11s): 235:1-235:37 (2022) - [j6]Qiyun Zhang, Xuyun Zhang
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
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
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
Membership Inference via Backdooring. IJCAI 2022: 3832-3838 - [i3]Hongsheng Hu
Membership Inference via Backdooring. CoRR abs/2206.04823 (2022) - 2021
- [j3]Meng Liu, Hongsheng Hu
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
Source Inference Attacks in Federated Learning. ICDM 2021: 1102-1107 - [c4]Hongsheng Hu
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
A Locality Sensitive Hashing Based Approach for Federated Recommender System. CCGRID 2020: 836-842
2010 – 2019
- 2019
- [j2]Xiaoming Zhang
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
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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