Hongsheng Hu - Concepedia

Author

Hongsheng Hu

University of Auckland ORCID

Also Known As

Abuadbba, Alsharif, Hongsheng Hu, Hu, Hongsheng, Lin Ning

Publications

775

Citations

H-Index

Concepts

All Affiliations

University of Auckland Macquarie University Lehigh University Data61 Commonwealth Scientific and Industrial Research Organisation

About

Hongsheng Hu is an author at University of Auckland specializing in computer science, data security, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	203
2	Computer Science	6	6	203
3	Data Science	6	6	203
4	Data Management	3	3	65
5	Artificial Intelligence	2	2	48

Hongsheng Hu

Publications

295

Citations

H-Index

Page 1

	Year	Citations
Source Inference Attacks in Federated Learning Hongsheng Hu, Zoran Salčić, Lichao Sun, 2021 IEEE International Conference on Data Mining (ICDM) Privacy ProtectionEngineeringMachine LearningInformation SecurityVerification	2021	90
Sports match prediction model for training and exercise using attention-based LSTM network Qiyun Zhang, Xuyun Zhang, Hongsheng Hu, Digital Communications and Networks	2021	53
Membership Inference via Backdooring Hongsheng Hu, Zoran Salčić, Gillian Dobbie, Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence Artificial IntelligencePrivacy ProtectionEngineeringMachine LearningInformation Security	2022	32
Differentially private locality sensitive hashing based federated recommender system Hongsheng Hu, Gillian Dobbie, Zoran Salčić, Concurrency and Computation Practice and Experience EngineeringInformation SecurityData ScienceData MiningPrivacy System	2021	28
Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning Hongsheng Hu, Xuyun Zhang, Zoran Salčić, IEEE Transactions on Dependable and Secure Computing Privacy ProtectionEngineeringMachine LearningPrivacy-preserving TechniquesInformation Security	2023	26
Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning Hongsheng Hu, Shuo Wang, Tian Dong,	2024	20
A Duty to Forget, a Right to be Assured? Exposing Vulnerabilities in Machine Unlearning Services Hongsheng Hu, Shuo Wang, Jiamin Chang,	2024	19
EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks Hongsheng Hu, Zoran Salčić, Gillian Dobbie, Artificial IntelligenceEngineeringMachine LearningInformation SecurityHealth Analytic Training	2021	16
A Locality Sensitive Hashing Based Approach for Federated Recommender System Hongsheng Hu, Gillian Dobbie, Zoran Salčić, EngineeringInformation SecurityInformation RetrievalData ScienceData Mining	2020	11

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