Ali, Ramy E.

1. LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning
   2021/09/29 by Jinhyun So, So, Jinhyun, Chaoyang He +13 · 24 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
2. List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier
   2021/01/27 by Mahdi Soleymani, Ramy Ali, Soleymani, Mahdi +5 · 2 citations
   Computer Science · Engineering · Mathematics · #Computability, Logic, AI Algorithms #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Parallel #Random Matrices and Applications #Wireless Communication Security Techniques #and Cluster Computing (cs.DC)
3. On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks
   2020/11/11 by Ramy E. Ali, Ali, Ramy E., Jinhyun So +3 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Advanced Neural Network Applications
4. 3LegRace: Privacy-Preserving DNN Training over TEEs and GPUs
   2021/10/04 by Niu, Yue, Ali, Ramy E., Avestimehr, Salman · 2 citations
   #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
5. Secure Aggregation for Buffered Asynchronous Federated Learning
   2021/10/05 by Jinhyun So, Ramy E. Ali, So, Jinhyun +5 · 2 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
6. ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems
   2021/09/20 by Mahdi Soleymani, Ramy E. Ali, Soleymani, Mahdi +5 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Distributed #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
7. Hierarchical Deep Double Q-Routing
   2019/10/09 by Ali, Ramy E., Erman, Bilgehan, Baştuğ, Ejder +1 · 1 citation
   #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)