Zhou, Chunyi

1. Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents
   2024/11/14 by Yuyou Gan, Gan, Yuyou, Yong Yang +23 · 26 citations
   Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Ethics and Social Impacts of AI #FOS: Computer and information sciences
2. Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects
   2024/03/13 by Na Li, Li, Na, Chunyi Zhou +11 · 13 citations
   Computer Science · Engineering · #Online Learning and Analytics #Advanced Data Processing Techniques #Educational Technology and Assessment
3. Mellivora Capensis: A Backdoor-Free Training Framework on the Poisoned Dataset without Auxiliary Data
   2024/05/21 by Yuwen Pu, Pu, Yuwen, Jiahao Chen +11 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Metabolomics and Mass Spectrometry Studies #Computational Drug Discovery Methods
4. Intellectual Property Protection for Deep Learning Model and Dataset Intelligence
   2024/11/07 by Yongqi Jiang, Yansong Gao, Jiang, Yongqi +9 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Machine Learning (cs.LG)
5. Dullahan: Stealthy Backdoor Attack against Without-Label-Sharing Split Learning
   2024/05/21 by Yuwen Pu, Pu, Yuwen, Zhuoyuan Ding +11 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Internet Traffic Analysis and Secure E-voting
6. TruVRF: Towards Triple-Granularity Verification on Machine Unlearning
   2024/08/12 by Chunyi Zhou, Anmin Fu, Zhou, Chunyi +3 · 3 citations
   Medicine · #COVID-19 diagnosis using AI #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents
   2025/08/21 by An, Hengyu, Zhang, Jinghuai, Du, Tianyu +4 · 7 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
8. Rethinking the Vulnerabilities of Face Recognition Systems:From a Practical Perspective
   2024/05/21 by Jiahao Chen, Chen, Jiahao, Zhiqiang Shen +9 · 2 citations
   Computer Science · #Face recognition and analysis
9. VideoEraser: Concept Erasure in Text-to-Video Diffusion Models
   2025/08/21 by Nuo Xu, Xu, Naen, Jinghuai Zhang +12 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Hate Speech and Cyberbullying Detection #Multimodal Machine Learning Applications
10. PPA: Preference Profiling Attack Against Federated Learning
    2022/02/10 by Chunyi Zhou, Zhou, Chunyi, Yansong Gao +13 · 1 citation
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
11. UNIDOOR: A Universal Framework for Action-Level Backdoor Attacks in Deep Reinforcement Learning
    2025/01/26 by Oubo Ma, Linkang Du, Ma, Oubo +11 · 3 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cardiac electrophysiology and arrhythmias #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. Decaf: Data Distribution Decompose Attack against Federated Learning
    2024/05/24 by Dai, Zhiyang, Zhou, Chunyi, Fu, Anmin · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. Enkidu: Universal Frequential Perturbation for Real-Time Audio Privacy Protection against Voice Deepfakes
    2025/07/17 by Feng, Zhou, Chen, Jiahao, Zhou, Chunyi +4 · 4 citations
    #FOS: Computer and information sciences #Multimedia (cs.MM) #Sound (cs.SD)
14. Poison in the Well: Feature Embedding Disruption in Backdoor Attacks
    2025/05/26 by Feng, Zhou, Chen, Jiahao, Zhou, Chunyi +3 · 1 citation
    #Cryptography and Security (cs.CR) #D.4.6 #FOS: Computer and information sciences #I.2.6 #I.5.1 #Machine Learning (cs.LG)
15. LoRAShield: Data-Free Editing Alignment for Secure Personalized LoRA Sharing
    2025/07/05 by Jiahao Chen, Chen, Jiahao, J Li +15 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Generative Adversarial Networks and Image Synthesis