Malek, Mani

1. Opacus: User-Friendly Differential Privacy Library in PyTorch
   2021/09/25 by Yousefpour, Ashkan, Shilov, Igor, Sablayrolles, Alexandre +9 · 38 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Federated Learning with Buffered Asynchronous Aggregation
   2021/06/11 by John Nguyen, Kshitiz Malik, Nguyen, John +11 · 18 citations
   Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
3. Papaya: Practical, Private, and Scalable Federated Learning
   2021/11/08 by Huba, Dzmitry, Nguyen, John, Malik, Kshitiz +11 · 4 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
4. ShieldGemma 2: Robust and Tractable Image Content Moderation
   2025/04/01 by Zeng, Wenjun, Kurniawan, Dana, Mullins, Ryan +14 · 6 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
5. Antipodes of Label Differential Privacy: PATE and ALIBI
   2021/06/07 by Malek, Mani, Mironov, Ilya, Prasad, Karthik +2 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)