Pfitzner, Bjarne

1. Poisoning Attacks with Generative Adversarial Nets
   2019/06/18 by Luis Muñoz-González, Bjarne Pfitzner, Muñoz-González, Luis +7 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray Data
   2022/05/06 by Ziegler, Joceline, Pfitzner, Bjarne, Schulz, Heinrich +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. DPD-fVAE: Synthetic Data Generation Using Federated Variational Autoencoders With Differentially-Private Decoder
   2022/11/21 by Bjarne Pfitzner, Pfitzner, Bjarne, Bert Arnrich +1 · 1 citation
   Computer Science · #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 #Stochastic Gradient Optimization Techniques