Alexander Ziller

1. Differentially private training of residual networks with scale normalisation
   2022/03/01 by Helena Klause, Alexander Ziller, Klause, Helena +7 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. Privacy-preserving medical image analysis
   2020/12/10 by Alexander Ziller, Jonathan Passerat‐Palmbach, Ziller, Alexander +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
3. Bounding data reconstruction attacks with the hypothesis testing interpretation of differential privacy
   2023/07/08 by Georgios Kaissis, Jamie Hayes, Kaissis, Georgios +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
4. SmoothNets: Optimizing CNN architecture design for differentially private deep learning
   2022/05/09 by Nicolas W. Remerscheid, Alexander Ziller, Remerscheid, Nicolas W. +5 · 1 citation
   Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications