Berrang, Pascal

1. ML-Leaks: Model and Data Independent Membership Inference Attacks and\n Defenses on Machine Learning Models
   2018/06/04 by Ahmed Salem, Salem, Ahmed, Yang Zhang +9 · 55 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
2. Data Poisoning Attacks Against Multimodal Encoders
   2022/09/30 by Yang, Ziqing, He, Xinlei, Li, Zheng +4 · 9 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Fine-Tuning Is All You Need to Mitigate Backdoor Attacks
   2022/12/18 by Sha, Zeyang, He, Xinlei, Berrang, Pascal +2 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. On How Zero-Knowledge Proof Blockchain Mixers Improve, and Worsen User Privacy
   2022/01/22 by Zhipeng Wang, Stefanos Chaliasos, Wang, Zhipeng +13 · 3 citations
   Computer Science · #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data