Chunyi Zhou

49 papers A* 9A 1B 1Journal 33Unranked 5
YearRankTypeTitle / Venue / Authors
2026 — conf
Auditing M-LLMs for Privacy Risks: A Synthetic Benchmark and Evaluation Framework.
MMM (2)
Junhao Li, Jiahao Chen, Zhou Feng, Chunyi Zhou
2026 A* conf
Bridging the Copyright Gap: Do Large Vision-Language Models Recognize and Respect Copyrighted Content?
AAAI
Naen Xu, Jinghuai Zhang, Changjiang Li, Hengyu An, Chunyi Zhou, Jun Wang, Boyu Xu, Yuyuan Li, Tianyu Du, Shouling Ji
2026 A* conf
DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data.
AAAI
Shuo Shi, Jinghuai Zhang, Shijie Jiang, Chunyi Zhou, Yuyuan Li, Mengying Zhu, Yangyang Wu, Tianyu Du
2026 A* conf
FraudShield: Knowledge Graph Empowered Defense for LLMs against Fraud Attacks.
WWW
Naen Xu, Jinghuai Zhang, Ping He, Chunyi Zhou, Jun Wang, Zhihui Fu, Tianyu Du, Zhaoxiang Wang, Shouling Ji
2026 J jnl
FraudShield: Knowledge Graph Empowered Defense for LLMs against Fraud Attacks.
CoRR
Naen Xu, Jinghuai Zhang, Ping He, Chunyi Zhou, Jun Wang, Zhihui Fu, Tianyu Du, Zhaoxiang Wang, Shouling Ji
2026 J jnl
Intellectual property protection for deep learning model and dataset intelligence.
Eng. Appl. Artif. Intell.
Yongqi Jiang, Yansong Gao, Chunyi Zhou, Hongsheng Hu, Si Chen, Anmin Fu, Willy Susilo
2026 J jnl
Mellivora Capensis: A Backdoor-Free Training Framework on the Poisoned Dataset Without Auxiliary Data.
IEEE Trans. Dependable Secur. Comput.
Yuwen Pu, Jiahao Chen, Chunyi Zhou, Zhou Feng, Qingming Li, Chunqiang Hu, Shouling Ji
2026 J jnl
SmartFL: Simple majority rule based Byzantine-robust federated learning.
Inf. Fusion
Qihao Dong, Yansong Gao, Chunyi Zhou, Shengyuan Yang, Boyu Kuang, Anmin Fu
2026 — conf
The Eminence in Shadow: Exploiting Feature Boundary Ambiguity for Robust Backdoor Attacks.
KDD (1)
Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Tianyu Du, Jinbao Li, Jianhai Chen, Shouling Ji
2026 J jnl
Unveiling the Security Risks of Federated Learning in the Wild: From Research to Practice.
CoRR
Jiahao Chen, Zhiming Zhao, Yuwen Pu, Chunyi Zhou, Zhou Feng, Songze Li, Shouling Ji
2026 J jnl
When Agents "Misremember" Collectively: Exploring the Mandela Effect in LLM-based Multi-Agent Systems.
CoRR
Naen Xu, Hengyu An, Shuo Shi, Jinghuai Zhang, Chunyi Zhou, Changjiang Li, Tianyu Du, Zhihui Fu, Jun Wang, Shouling Ji
2025 J jnl
Auditing M-LLMs for Privacy Risks: A Synthetic Benchmark and Evaluation Framework.
CoRR
Junhao Li, Jiahao Chen, Zhou Feng, Chunyi Zhou
2025 J jnl
Bridging the Copyright Gap: Do Large Vision-Language Models Recognize and Respect Copyrighted Content?
CoRR
Naen Xu, Jinghuai Zhang, Changjiang Li, Hengyu An, Chunyi Zhou, Jun Wang, Boyu Xu, Yuyuan Li, Tianyu Du, Shouling Ji
2025 A* conf
CAMH: Advancing Model Hijacking Attack in Machine Learning.
AAAI
Xing He, Jiahao Chen, Yuwen Pu, Qingming Li, Chunyi Zhou, Yingcai Wu, Jinbao Li, Shouling Ji
2025 J jnl
DP-GENG : Differentially Private Dataset Distillation Guided by DP-Generated Data.
CoRR
Shuo Shi, Jinghuai Zhang, Shijie Jiang, Chunyi Zhou, Yuyuan Li, Mengying Zhu, Yangyang Wu, Tianyu Du
2025 J jnl
Decaf: Data Distribution Decompose Attack Against Federated Learning.
IEEE Trans. Inf. Forensics Secur.
Zhiyang Dai, Yansong Gao, Chunyi Zhou, Anmin Fu, Zhi Zhang, Minhui Xue, Yifeng Zheng, Yuqing Zhang
2025 B conf
Enhancing Adversarial Transferability via Self-Ensemble Feature Alignment.
ICMR
Zhiming Zhao, Jiahao Chen, Qingming Li, Chunyi Zhou, Shouling Ji
2025 A* conf
Enhancing Adversarial Transferability with Adversarial Weight Tuning.
AAAI
Jiahao Chen, Zhou Feng, Rui Zeng, Yuwen Pu, Chunyi Zhou, Yi Jiang, Yuyou Gan, Jinbao Li, Shouling Ji
2025 A* conf
Enkidu: Universal Frequential Perturbation for Real-Time Audio Privacy Protection against Voice Deepfakes.
ACM Multimedia
Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Qingming Li, Tianyu Du, Shouling Ji
2025 J jnl
Enkidu: Universal Frequential Perturbation for Real-Time Audio Privacy Protection against Voice Deepfakes.
CoRR
Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Qingming Li, Tianyu Du, Shouling Ji
2025 J jnl
FreeTalk:A plug-and-play and black-box defense against speech synthesis attacks.
CoRR
Yuwen Pu, Zhou Feng, Chunyi Zhou, Jiahao Chen, Chunqiang Hu, Haibo Hu, Shouling Ji
2025 A* conf
IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents.
EMNLP
Hengyu An, Jinghuai Zhang, Tianyu Du, Chunyi Zhou, Qingming Li, Tao Lin, Shouling Ji
2025 J jnl
IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents.
CoRR
Hengyu An, Jinghuai Zhang, Tianyu Du, Chunyi Zhou, Qingming Li, Tao Lin, Shouling Ji
2025 J jnl
LoRAShield: Data-Free Editing Alignment for Secure Personalized LoRA Sharing.
CoRR
Jiahao Chen, Junhao Li, Yiming Wang, Zhe Ma, Yi Jiang, Chunyi Zhou, Qingming Li, Tianyu Du, Shouling Ji
2025 J jnl
Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects.
IEEE Trans. Neural Networks Learn. Syst.
Na Li, Chunyi Zhou, Yansong Gao, Hui Chen, Zhi Zhang, Boyu Kuang, Anmin Fu
2025 A conf
Poison in the Well: Feature Embedding Disruption in Backdoor Attacks.
ICME
Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Qingming Li, Shouling Ji
2025 J jnl
Poison in the Well: Feature Embedding Disruption in Backdoor Attacks.
CoRR
Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Qingming Li, Shouling Ji
2025 J jnl
The Eminence in Shadow: Exploiting Feature Boundary Ambiguity for Robust Backdoor Attacks.
CoRR
Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Tianyu Du, Jinbao Li, Jianhai Chen, Shouling Ji
2025 J jnl
TruVRF: Toward Triple-Granularity Verification on Machine Unlearning.
IEEE Trans. Inf. Forensics Secur.
Chunyi Zhou, Yansong Gao, Anmin Fu, Kai Chen, Zhi Zhang, Minhui Xue, Zhiyang Dai, Shouling Ji, Yuqing Zhang
2025 J jnl
UNIDOOR: A Universal Framework for Action-Level Backdoor Attacks in Deep Reinforcement Learning.
CoRR
Oubo Ma, Linkang Du, Yang Dai, Chunyi Zhou, Qingming Li, Yuwen Pu, Shouling Ji
2025 A* conf
VideoEraser: Concept Erasure in Text-to-Video Diffusion Models.
EMNLP
Naen Xu, Jinghuai Zhang, Changjiang Li, Zhi Chen, Chunyi Zhou, Qingming Li, Tianyu Du, Shouling Ji
2025 J jnl
VideoEraser: Concept Erasure in Text-to-Video Diffusion Models.
CoRR
Naen Xu, Jinghuai Zhang, Changjiang Li, Zhi Chen, Chunyi Zhou, Qingming Li, Tianyu Du, Shouling Ji
2024 J jnl
"No Matter What You Do!": Mitigating Backdoor Attacks in Graph Neural Networks.
CoRR
Jiale Zhang, Chengcheng Zhu, Bosen Rao, Hao Sui, Xiaobing Sun, Bing Chen, Chunyi Zhou, Shouling Ji
2024 J jnl
A Stealthy Backdoor Attack for Without-Label-Sharing Split Learning.
CoRR
Yuwen Pu, Zhuoyuan Ding, Jiahao Chen, Chunyi Zhou, Qingming Li, Chunqiang Hu, Shouling Ji
2024 J jnl
CAMH: Advancing Model Hijacking Attack in Machine Learning.
CoRR
Xing He, Jiahao Chen, Yuwen Pu, Qingming Li, Chunyi Zhou, Yingcai Wu, Jinbao Li, Shouling Ji
2024 J jnl
Decaf: Data Distribution Decompose Attack against Federated Learning.
CoRR
Zhiyang Dai, Chunyi Zhou, Anmin Fu
2024 J jnl
Enhancing Adversarial Transferability with Adversarial Weight Tuning.
CoRR
Jiahao Chen, Zhou Feng, Rui Zeng, Yuwen Pu, Chunyi Zhou, Yi Jiang, Yuyou Gan, Jinbao Li, Shouling Ji
2024 J jnl
How to Train a Backdoor-Robust Model on a Poisoned Dataset without Auxiliary Data?
CoRR
Yuwen Pu, Jiahao Chen, Chunyi Zhou, Zhou Feng, Qingming Li, Chunqiang Hu, Shouling Ji
2024 J jnl
Intellectual Property Protection for Deep Learning Model and Dataset Intelligence.
CoRR
Yongqi Jiang, Yansong Gao, Chunyi Zhou, Hongsheng Hu, Anmin Fu, Willy Susilo
2024 J jnl
Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects.
CoRR
Na Li, Chunyi Zhou, Yansong Gao, Hui Chen, Anmin Fu, Zhi Zhang, Yu Shui
2024 J jnl
Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents.
CoRR
Yuyou Gan, Yong Yang, Zhe Ma, Ping He, Rui Zeng, Yiming Wang, Qingming Li, Chunyi Zhou, Songze Li, Ting Wang, Yunjun Gao, Yingcai Wu, Shouling Ji
2024 J jnl
Rethinking the Vulnerabilities of Face Recognition Systems:From a Practical Perspective.
CoRR
Jiahao Chen, Zhiqiang Shen, Yuwen Pu, Chunyi Zhou, Changjiang Li, Ting Wang, Shouling Ji
2024 J jnl
TruVRF: Towards Triple-Granularity Verification on Machine Unlearning.
CoRR
Chunyi Zhou, Anmin Fu, Zhiyang Dai
2023 A* conf
PPA: Preference Profiling Attack Against Federated Learning.
NDSS
Chunyi Zhou, Yansong Gao, Anmin Fu, Kai Chen, Zhiyang Dai, Zhi Zhang, Minhui Xue, Yuqing Zhang
2022 J jnl
PPA: Preference Profiling Attack Against Federated Learning.
CoRR
Chunyi Zhou, Yansong Gao, Anmin Fu, Kai Chen, Zhiyang Dai, Zhi Zhang, Minhui Xue, Yuqing Zhang
2020 — conf
A Privacy-Preserving and Verifiable Federated Learning Scheme.
ICC
Xianglong Zhang, Anmin Fu, Huaqun Wang, Chunyi Zhou, Zhenzhu Chen
2020 — conf
An Efficient and Secure Data Integrity Auditing Scheme with Traceability for Cloud-Based EMR.
ICC
Lei Zhou, Anmin Fu, Jingyu Feng, Chunyi Zhou
2020 J jnl
Privacy-Preserving Federated Learning in Fog Computing.
IEEE Internet Things J.
Chunyi Zhou, Anmin Fu, Shui Yu, Wei Yang, Huaqun Wang, Yuqing Zhang
2020 — conf
Proxy Re-Encryption Scheme For Complicated Access Control Factors Description in Hybrid Cloud.
ICC
Zheng Lian, Mang Su, Anmin Fu, Huaqun Wang, Chunyi Zhou