Humbert, Mathias

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 · 66 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 Zeyang Sha, Sha, Zeyang, Xinlei He +7 · 8 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. FairTest: Discovering Unwarranted Associations in Data-Driven Applications
   2015/10/08 by Tramèr, Florian, Atlidakis, Vaggelis, Geambasu, Roxana +5 · 2 citations
   #Computers and Society (cs.CY) #FOS: Computer and information sciences
5. walk2friends: Inferring Social Links from Mobility Profiles
   2017/08/28 by Backes, Michael, Humbert, Mathias, Pang, Jun +1 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
6. Towards Plausible Graph Anonymization
   2017/11/15 by Yang Zhang, Zhang, Yang, Mathias Humbert +9 · 1 citation
   Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #Social and Information Networks (cs.SI)
7. BAAAN: Backdoor Attacks Against Autoencoder and GAN-Based Machine Learning Models
   2020/10/06 by Salem, Ahmed, Sautter, Yannick, Backes, Michael +2 · 1 citation
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)