Hongsheng Hu

According to our database, Hongsheng Hu authored at least 30 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Modularized Inductive Power Transfer Systems With Inherent Impedance Decoupling for High-Power Applications.

Hongsheng Hu, Jingyuan Su, Fengwei Chen, Yue Sun

IEEE Trans. Ind. Electron., February, 2024

Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning.

Hongsheng Hu, Xuyun Zhang, Zoran Salcic, Lichao Sun, Kim-Kwang Raymond Choo, Gillian Dobbie

IEEE Trans. Dependable Secur. Comput., 2024

H∞ security control for 2-D switched time delay systems under arbitrary delay time-variation rate and stochastic cyber attacks.

Hongsheng Hu, Yunhe Meng, Shipei Huang

J. Frankl. Inst., 2024

Releasing Malevolence from Benevolence: The Menace of Benign Data on Machine Unlearning.

Binhao Ma, Tianhang Zheng, Hongsheng Hu, Di Wang, Shuo Wang, Zhongjie Ba, Zhan Qin, Kui Ren

CoRR, 2024

Cardinality Counting in "Alcatraz": A Privacy-aware Federated Learning Approach.

Nan Wu, Xin Yuan, Shuo Wang, Hongsheng Hu, Minhui Xue

Proceedings of the ACM on Web Conference 2024, 2024

DNN-GP: Diagnosing and Mitigating Model's Faults Using Latent Concepts.

Shuo Wang, Hongsheng Hu, Jiamin Chang, Benjamin Zi Hao Zhao, Qi Alfred Chen, Minhui Xue

Proceedings of the 33rd USENIX Security Symposium, 2024

LACMUS: Latent Concept Masking for General Robustness Enhancement of DNNs.

Shuo Wang, Hongsheng Hu, Jiamin Chang, Benjamin Zi Hao Zhao, Minhui Xue

Proceedings of the IEEE Symposium on Security and Privacy, 2024

Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning.

Hongsheng Hu, Shuo Wang, Tian Dong, Minhui Xue

Proceedings of the IEEE Symposium on Security and Privacy, 2024

A Duty to Forget, a Right to be Assured? Exposing Vulnerabilities in Machine Unlearning Services.

Hongsheng Hu, Shuo Wang, Jiamin Chang, Haonan Zhong, Ruoxi Sun, Shuang Hao, Haojin Zhu, Minhui Xue

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought.

Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Lianyong Qi, Amin Beheshti, Xiaolong Xu, Kim-Kwang Raymond Choo, Shuo Wang, Hongsheng Hu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Symmetric Self-Paced Learning for Domain Generalization.

Di Zhao, Yun Sing Koh, Gillian Dobbie, Hongsheng Hu, Philippe Fournier-Viger

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Watermarking Text Data on Large Language Models for Dataset Copyright Protection.

Yixin Liu, Hongsheng Hu, Xuyun Zhang, Lichao Sun

CoRR, 2023

Differentially private locality sensitive hashing based federated recommender system.

Hongsheng Hu, Gillian Dobbie, Zoran Salcic, Meng Liu, Jianbing Zhang, Lingjuan Lyu, Xuyun Zhang

Concurr. Comput. Pract. Exp., 2023

OptIForest: Optimal Isolation Forest for Anomaly Detection.

Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

POSTER: ML-Compass: A Comprehensive Assessment Framework for Machine Learning Models.

Zhibo Jin, Zhiyu Zhu, Hongsheng Hu, Minhui Xue, Huaming Chen

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022

Membership Inference Attacks on Machine Learning: A Survey.

Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Philip S. Yu, Xuyun Zhang

ACM Comput. Surv., January, 2022

A Current-Sharing Compensation Method for High-Power-Medium-Frequency Coils Composed of Multiple Branches Connected in Parallel.

Hongsheng Hu, Shanxu Duan, Tao Cai, Pingkang Zheng

IEEE Trans. Ind. Electron., 2022

Finite-time event-triggered control for switched affine systems with time-varying delay under state-dependent switching.

Hongsheng Hu, Shipei Huang, Hui Wu

Int. J. Syst. Sci., 2022

Sports match prediction model for training and exercise using attention-based LSTM network.

Qiyun Zhang, Xuyun Zhang, Hongsheng Hu, Caizhong Li, Yinping Lin, Rui Ma

Digit. Commun. Networks, 2022

Membership Inference via Backdooring.

Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Jinjun Chen, Lichao Sun, Xuyun Zhang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

DeepiForest: A Deep Anomaly Detection Framework with Hashing Based Isolation Forest.

Haolong Xiang, Hongsheng Hu, Xuyun Zhang

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

Clustering-based Efficient Privacy-preserving Face Recognition Scheme without Compromising Accuracy.

Meng Liu, Hongsheng Hu, Haolong Xiang, Chi Yang, Lingjuan Lyu, Xuyun Zhang

ACM Trans. Sens. Networks, 2021

Membership Inference Attacks on Machine Learning: A Survey.

Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Xuyun Zhang

CoRR, 2021

EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks.

Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Yi Chen, Xuyun Zhang

Proceedings of the International Joint Conference on Neural Networks, 2021

Source Inference Attacks in Federated Learning.

Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Xuyun Zhang

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

A Locality Sensitive Hashing Based Approach for Federated Recommender System.

Hongsheng Hu, Gillian Dobbie, Zoran Salcic, Meng Liu, Jianbing Zhang, Xuyun Zhang

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019

A Control Strategy for Efficiency Optimization and Wide ZVS Operation Range in Bidirectional Inductive Power Transfer System.

Xiaoming Zhang, Tao Cai, Shanxu Duan, Hao Feng, Hongsheng Hu, Jintao Niu, Changsong Chen

IEEE Trans. Ind. Electron., 2019

2018

A Dual-Side-Detuned Series-Series Compensated Resonant Converter for Wide Charging Region in a Wireless Power Transfer System.

Hao Feng, Tao Cai, Shanxu Duan, Xiaoming Zhang, Hongsheng Hu, Jintao Niu

IEEE Trans. Ind. Electron., 2018

2010

Control system design and performance test of a magnetorheological fluid fan clutch.

Hongsheng Hu, Liang Cui, Jiong Wang

Proceedings of the 8th IEEE International Conference on Control and Automation, 2010

2008

Performance simulation and experimental evaluation for a magnet-rheological damper under impact load.

Hongsheng Hu, Suxiang Qian, Jiong Wang, Zhaochun Li

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2008