Wei, Chengkun
- DPMLBench: Holistic Evaluation of Differentially Private Machine Learning
2023/05/10 by Chengkun Wei, Wei, Chengkun, Minghu Zhao +13 · 3 citations
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning
- Be Cautious When Merging Unfamiliar LLMs: A Phishing Model Capable of Stealing Privacy
2025/02/17 by Zhenyuan Guo, Yi Shi, Guo, Zhenyuan +9 · 3 citations
Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection #Cryptography and Data Security
- Dialogue Injection Attack: Jailbreaking LLMs through Context Manipulation
2025/03/11 by Wenlong Meng, Fan Zhang, Meng, Wenlong +10 · 3 citations
Computer Science · Social Sciences · #Topic Modeling #Access Control and Trust #Natural Language Processing Techniques
- R.R.: Unveiling LLM Training Privacy through Recollection and Ranking
2025/02/18 by Meng, Wenlong, Guo, Zhenyuan, Wu, Lenan +5 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- DC-SGD: Differentially Private SGD with Dynamic Clipping through Gradient Norm Distribution Estimation
2025/03/29 by Wei, Chengkun, Li, Weixian, Gong, Chen +1 · 2 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)