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Hongsheng Hu

Membership Inference Attacks on Machine Learning: A Survey
2022 · Hongsheng Hu, Zoran Salcic, et al. · ACM Computing Surveys · 662
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Source Inference Attacks in Federated Learning
2021 · Hongsheng Hu, Zoran Salcic, et al. · Proceedings · 124
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Sports match prediction model for training and exercise using attention-based LSTM network
2021 · Qiyun Zhang, Xuyun Zhang, et al. · Digital Communications and Networks · 63
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Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning
2024 · Hongsheng Hu, Shuo Wang, et al. · IEEE Symposium on Security and Privacy (S&P) · 61
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Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning
2023 · Hongsheng Hu, Xuyun Zhang, et al. · IEEE Transactions on Dependable and Secure Computing · 47
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Membership Inference via Backdooring
2022 · Hongsheng Hu, Zoran Salčić, et al. · International Joint Conference on Artificial Intelligence · 46
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A Duty to Forget, a Right to be Assured? Exposing Vulnerabilities in Machine Unlearning Services
2024 · Hongsheng Hu, Shuo Wang, et al. · Network and Distributed System Security Symposium · 44
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Differentially private locality sensitive hashing based federated recommender system
2021 · Hongsheng Hu, Gillian Dobbie, et al. · Concurrency and Computation Practice and Experience · 30
Artificial intelligence security and privacy: a survey
2025 · Xinlei He, Guowen Xu, et al. · Science China Information Sciences · 24
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EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks
2021 · Hongsheng Hu, Zoran Salcic, et al. · International Joint Conference on Neural Networks (IJCNN) · 19
A Locality Sensitive Hashing Based Approach for Federated Recommender System
2020 · Hongsheng Hu, Gillian Dobbie, et al. · IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) · 15
Symmetric Self-Paced Learning for Domain Generalization
2024 · Di Zhao, Yun Sing Koh, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 13
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Clustering-based Efficient Privacy-preserving Face Recognition Scheme without Compromising Accuracy
2021 · Meng Liu, Hongsheng Hu, et al. · ACM Transactions on Sensor Networks · 11
Cardinality Counting in "Alcatraz": A Privacy-aware Federated Learning Approach
2024 · Nan Wu, Xin Yuan, et al. · International World Wide Web Conference (WWW) · 9
MGF-ESE: An Enhanced Semantic Extractor with Multi-Granularity Feature Fusion for Code Summarization
2025 · Xiaolong Xu, Yuxin Cao, et al. · International World Wide Web Conference (WWW) · 6
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ExpShield: Safeguarding Web Text from Unauthorized Crawling and LLM Exploitation
2026 · Ruixuan Liu, Toan Tran, et al. · Network and Distributed System Security Symposium · 4
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Enhancing Adversarial Transferability with Checkpoints of a Single Model’s Training
2025 · Shixin Li, Chaoxiang He, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 4
Boosting Guided Diffusion with Large Language Models for Multimodal Sequential Recommendation
2025 · Te Song, Lianyong Qi, et al. · ACM International Conference on Multimedia (ACM MM) · 2
Reference Recommendation Based Membership Inference Attack Against Hybrid-Based Recommender Systems
2026 · Xiaoxiao Chi, Xuyun Zhang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1
LACMUS: Latent Concept Masking for General Robustness Enhancement of DNNs
2024 · Shuo Wang, Hongsheng Hu, et al. · IEEE Symposium on Security and Privacy (S&P) · 1
Profit-Driven Service Caching Method for CPSS With Edge-Cloud Collaboration
2026 · Wei Liu, Wenmin Lin, et al. · IEEE Transactions on Computational Social Systems
When Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive Learning
2025 · Ruining Sun, Hongsheng Hu, et al. · ACM Asia Conference on Computer and Communications Security (ASIA CCS)
A Dual Augmentation Framework for Domain Generalization with Covariate and Conditional Distribution Shifts
2025 · Di Zhao, Gillian Dobbie, et al. · SSRN Electronic Journal
A Dual Augmentation Framework for Domain Generalization with Covariate and Conditional Distribution Shifts
2025 · Di Zhao, Jingfeng Zhang, et al. · SSRN Electronic Journal
AI-Compass: A Comprehensive and Effective Multi-module Testing Tool for AI Systems
2024 · Zhu, Zhiyu, Jin, Zhibo, et al. · arXiv (Cornell University)
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Works count: 26
Citation count: 1,186
H-index: 12
I10-index: 13
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