Liu, Yiyong

1. Membership Inference Attacks by Exploiting Loss Trajectory
   2022/08/31 by Yiyong Liu, Liu, Yiyong, Zhengyu Zhao +4 · 11 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
2. Auditing Membership Leakages of Multi-Exit Networks
   2022/08/23 by Li, Zheng, Liu, Yiyong, He, Xinlei +3 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Efficient Data-Free Model Stealing with Label Diversity
   2024/03/29 by Yiyong Liu, Liu, Yiyong, Rui Wen +5 · 1 citation
   Computer Science · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning and Algorithms
4. SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark
   2025/06/09 by Wen, Rui, Liu, Yiyong, Backes, Michael +1 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)