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Hongsheng Hu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

24

Venues

12

Active years

2008–2026

Best venue rank

A*

Where they publish

Papers

24 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIReference Recommendation Based Membership Inference Attack Against Hybrid-Based Recommender Systems.Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Hongsheng Hu, Wanchun Dou
2026NDSSExpShield: Safeguarding Web Text from Unauthorized Crawling and LLM Exploitation.Ruixuan Liu, Toan Tran, Tianhao Wang, Hongsheng Hu, Shuo Wang, Li Xiong
2026SPSoK: Robustness in Large Language Models against Jailbreak Attacks.Feiyue Xu, Hongsheng Hu, Chaoxiang He, Sheng Hang, Hanqing Hu, Xiuming Liu, Yubo Zhao, Zhengyan Zhou, Bin Benjamin Zhu, Shifeng Sun, Dawu Gu, Shuo Wang
2025AsiaCCSWhen Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive Learning.Ruining Sun, Hongsheng Hu, Wei Luo, Zhaoxi Zhang, Yanjun Zhang, Haizhuan Yuan, Leo Yu Zhang
2025CVPREnhancing Adversarial Transferability with Checkpoints of a Single Model's Training.Shixin Li, Chaoxiang He, Xiaojing Ma, Bin Benjamin Zhu, Shuo Wang, Hongsheng Hu, Dongmei Zhang, Linchen Yu
2025IJCAIWhere Does This Data Come From? Enhanced Source Inference Attacks in Federated Learning.Haiyang Chen, Xiaolong Xu, Xiang Zhu, Xiaokang Zhou, Fei Dai, Yansong Gao, Xiao Chen, Shuo Wang, Hongsheng Hu
2025IJCAIFine-Grained and Efficient Self-Unlearning with Layered Iteration.Hongyi Lyu, Xuyun Zhang, Hongsheng Hu, Shuo Wang, Chaoxiang He, Lianyong Qi
2025IJCAIBalancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation.Di Zhao, Jingfeng Zhang, Hongsheng Hu, Philippe Fournier-Viger, Gillian Dobbie, Yun Sing Koh
2025RAIDBadFU: Backdoor Federated Learning through Adversarial Machine Unlearning.Bingguang Lu, Hongsheng Hu, Yuantian Miao, Shaleeza Sohail, Chaoxiang He, Shuo Wang, Xiao Chen
2025WWWMGF-ESE: An Enhanced Semantic Extractor with Multi-Granularity Feature Fusion for Code Summarization.Xiaolong Xu, Yuxin Cao, Hongsheng Hu, Haolong Xiang, Lianyong Qi, Junqun Xiong, Wanchun Dou
2024AAAISymmetric Self-Paced Learning for Domain Generalization.Di Zhao, Yun Sing Koh, Gillian Dobbie, Hongsheng Hu, Philippe Fournier-Viger
2024IJCAIShadow-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
2024NDSSA 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
2024WWWCardinality Counting in "Alcatraz": A Privacy-aware Federated Learning Approach.Nan Wu, Xin Yuan, Shuo Wang, Hongsheng Hu, Minhui Xue
2024SPLearn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning.Hongsheng Hu, Shuo Wang, Tian Dong, Minhui Xue
2024SPLACMUS: Latent Concept Masking for General Robustness Enhancement of DNNs.Shuo Wang, Hongsheng Hu, Jiamin Chang, Benjamin Zi Hao Zhao, Minhui Xue
2023AsiaCCSPOSTER: ML-Compass: A Comprehensive Assessment Framework for Machine Learning Models.Zhibo Jin, Zhiyu Zhu, Hongsheng Hu, Minhui Xue, Huaming Chen
2023IJCAIOptIForest: Optimal Isolation Forest for Anomaly Detection.Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu
2022ICDMDeepiForest: A Deep Anomaly Detection Framework with Hashing Based Isolation Forest.Haolong Xiang, Hongsheng Hu, Xuyun Zhang
2022IJCAIMembership Inference via Backdooring.Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Jinjun Chen, Lichao Sun, Xuyun Zhang
2021ICDMSource Inference Attacks in Federated Learning.Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Xuyun Zhang
2021IJCNNEAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks.Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Yi Chen, Xuyun Zhang
2020CCGRIDA Locality Sensitive Hashing Based Approach for Federated Recommender System.Hongsheng Hu, Gillian Dobbie, Zoran Salcic, Meng Liu, Jianbing Zhang, Xuyun Zhang
2008ICARCVResearch on water quality assessment method based on multi-class support vector machines.Jian Cao, Hongsheng Hu, Suxiang Qian, Xiaojun Gu