Hongsheng Hu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 30

Top Topics

Pairwise Classification

Machine Learning

Locality Sensitive Hashing

Top Venues

IEEE Trans. Ind. Electron.

Publications

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)
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 (2024)
Nan Wu, Xin Yuan, Shuo Wang, Hongsheng Hu, Minhui Xue
Cardinality Counting in "Alcatraz": A Privacy-aware Federated Learning Approach. WWW (2024)
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) (2024)
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 (2024)
Di Zhao, Yun Sing Koh, Gillian Dobbie, Hongsheng Hu, Philippe Fournier-Viger
Symmetric Self-Paced Learning for Domain Generalization. AAAI (2024)
Hongsheng Hu, Shuo Wang, Tian Dong, Minhui Xue
Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning. CoRR (2024)
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) (2024)
Yixin Liu, Hongsheng Hu, Xuyun Zhang, Lichao Sun
Watermarking Text Data on Large Language Models for Dataset Copyright Protection. CoRR (2023)
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 (2023)
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)
Zhibo Jin, Zhiyu Zhu, Hongsheng Hu, Minhui Xue, Huaming Chen
POSTER: ML-Compass: A Comprehensive Assessment Framework for Machine Learning Models. AsiaCCS (2023)
Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu
OptIForest: Optimal Isolation Forest for Anomaly Detection. CoRR (2023)
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 (2023)
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)
Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Jinjun Chen, Lichao Sun, Xuyun Zhang
Membership Inference via Backdooring. CoRR (2022)
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) (2022)
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) (2022)
Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Jinjun Chen, Lichao Sun, Xuyun Zhang
Membership Inference via Backdooring. IJCAI (2022)
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) (2022)
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) (2022)
Haolong Xiang, Hongsheng Hu, Xuyun Zhang
DeepiForest: A Deep Anomaly Detection Framework with Hashing Based Isolation Forest. ICDM (2022)
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) (2021)
Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Xuyun Zhang
Source Inference Attacks in Federated Learning. ICDM (2021)
Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Xuyun Zhang
Source Inference Attacks in Federated Learning. CoRR (2021)
Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Yi Chen, Xuyun Zhang
EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks. IJCNN (2021)
Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Xuyun Zhang
Membership Inference Attacks on Machine Learning: A Survey. CoRR (2021)
Hongsheng Hu, Gillian Dobbie, Zoran Salcic, Meng Liu, Jianbing Zhang, Xuyun Zhang
A Locality Sensitive Hashing Based Approach for Federated Recommender System. CCGRID (2020)
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) (2019)
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) (2018)
Hongsheng Hu, Liang Cui, Jiong Wang
Control system design and performance test of a magnetorheological fluid fan clutch. ICCA (2010)
Hongsheng Hu, Suxiang Qian, Jiong Wang, Zhaochun Li
Performance simulation and experimental evaluation for a magnet-rheological damper under impact load. ROBIO (2008)