Meehan, Casey

1. A Non-Parametric Test to Detect Data-Copying in Generative Models
   2020/04/12 by Casey Meehan, Kamalika Chaudhuri, Meehan, Casey +3 · 3 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Machine Learning and Data Classification #Music and Audio Processing
2. Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD
   2023/07/01 by Anvith Thudi, Hengrui Jia, Thudi, Anvith +7 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #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
3. Sentence-level Privacy for Document Embeddings
   2022/05/10 by Meehan, Casey, Mrini, Khalil, Chaudhuri, Kamalika · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning
   2023/04/26 by Meehan, Casey, Bordes, Florian, Vincent, Pascal +2 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)