Guangsheng Zhang

12 papers A* 2Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Poisoning the Pixels: Revisiting Backdoor Attacks on Semantic Segmentation.
CoRR
Guangsheng Zhang, Huan Tian, Leo Yu Zhang, Tianqing Zhu, Ming Ding, Wanlei Zhou, Bo Liu
2025 — conf
Cost-Efficient and Privacy-Preserving Synthesis of Complex Sensitive Data.
ACSW
Sandeep Suresh, Guangsheng Zhang, Bo Liu, Barry Drake
2025 J jnl
Do Fairness Interventions Come at the Cost of Privacy: Evaluations for Binary Classifiers.
CoRR
Huan Tian, Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou
2025 J jnl
Do Fairness Interventions Come at the Cost of Privacy: Evaluations for Binary Classifiers.
IEEE Trans. Dependable Secur. Comput.
Huan Tian, Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou
2025 — conf
RAGLeak: Membership Inference Attacks on RAG-Based Large Language Models.
ACISP (3)
Kaiyue Feng, Guangsheng Zhang, Huan Tian, Heng Xu, Yanjun Zhang, Tianqing Zhu, Ming Ding, Bo Liu
2024 A* conf
How Does a Deep Learning Model Architecture Impact Its Privacy? A Comprehensive Study of Privacy Attacks on CNNs and Transformers.
USENIX Security Symposium
Guangsheng Zhang, Bo Liu, Huan Tian, Tianqing Zhu, Ming Ding, Wanlei Zhou
2024 J jnl
PPFed: A Privacy-Preserving and Personalized Federated Learning Framework.
IEEE Internet Things J.
Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou
2024 A* conf
When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks.
IJCAI
Huan Tian, Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou
2023 J jnl
FD-MIA: Efficient Attacks on Fairness-enhanced Models.
CoRR
Huan Tian, Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou
2023 J jnl
Label-Only Membership Inference Attacks and Defenses in Semantic Segmentation Models.
IEEE Trans. Dependable Secur. Comput.
Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou
2022 J jnl
How Does a Deep Learning Model Architecture Impact Its Privacy?
CoRR
Guangsheng Zhang, Bo Liu, Huan Tian, Tianqing Zhu, Ming Ding, Wanlei Zhou
2022 J jnl
Visual privacy attacks and defenses in deep learning: a survey.
Artif. Intell. Rev.
Guangsheng Zhang, Bo Liu, Tianqing Zhu, Andi Zhou, Wanlei Zhou