Bernau, Daniel
- Reconstruction and Membership Inference Attacks against Generative\n Models
2019/06/07 by Benjamin Hilprecht, Hilprecht, Benjamin, Martin Härterich +3 · 23 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- On the privacy-utility trade-off in differentially private hierarchical text classification
2021/03/04 by Wunderlich, Dominik, Bernau, Daniel, Aldà, Francesco +2 · 1 citation
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)