Théo Ryffel

1. A generic framework for privacy preserving deep learning
   2018/11/09 by Théo Ryffel, Theo Ryffel, Ryffel, Theo +13 · 1 voice · 42 citations
   Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Internet Traffic Analysis and Secure E-voting
2. Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims
   2020/04/15 by Miles Brundage, Brundage, Miles, Shahar Avin +123 · 2 voices · 27 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Law, AI, and Intellectual Property #cs.CY
3. ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function\n Secret Sharing
   2020/06/08 by Théo Ryffel, Ryffel, Théo, Pierre Tholoniat +5 · 5 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
4. Privacy-preserving medical image analysis
   2020/12/10 by Alexander Ziller, Ziller, Alexander, Jonathan Passerat‐Palmbach +18 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
5. Partially Encrypted Machine Learning using Functional Encryption
   2019/05/24 by Théo Ryffel, Ryffel, Theo, Edouard Dufour-Sans +7 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data