Brandon Reagen
- Orion: A Fully Homomorphic Encryption Framework for Deep Learning
2023/11/06 by Austin Ebel, Karthik Garimella, Ebel, Austin +3 · 2 voices · 9 citations
Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #cs.CR
- RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing
2019/12/30 by Liu Ke, Udit Gupta, Ke, Liu +39 · 10 citations
Computer Science · #Caching and Content Delivery #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- DeepReDuce: ReLU Reduction for Fast Private Inference
2021/03/02 by Nandan Kumar Jha, Zahra Ghodsi, Jha, Nandan Kumar +5 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.m #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Selective Network Linearization for Efficient Private Inference
2022/02/04 by Minsu Cho, Cho, Minsu, Ameya Joshi +7 · 3 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- RPU: The Ring Processing Unit
2023/03/30 by Deepraj Soni, Negar Neda, Soni, Deepraj +31 · 3 citations
Computer Science · #Coding theory and cryptography #Cryptographic Implementations and Security #Cryptography and Data Security
- Osiris: A Systolic Approach to Accelerating Fully Homomorphic Encryption
2024/08/18 by Austin Ebel, Brandon Reagen, Ebel, Austin +1 · 3 citations
Computer Science · #Cryptography and Data Security #Cryptographic Implementations and Security #Coding theory and cryptography
- Analysis and Mitigations of Reverse Engineering Attacks on Local Feature Descriptors
2021/05/09 by Deeksha Dangwal, Dangwal, Deeksha, Vincent T. Lee +21 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Face recognition and analysis
- Circa: Stochastic ReLUs for Private Deep Learning
2021/06/15 by Zahra Ghodsi, Nandan Kumar Jha, Ghodsi, Zahra +5 · 1 citation
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Fathom: Reference Workloads for Modern Deep Learning Methods
2016/08/23 by Robert Adolf, Saketh Rama, Brandon Reagen +2 · 1 voice
Computer Science · #cs.LG
- TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation
2023/04/11 by David Bruce Cousins, Cousins, David Bruce, Yuriy Polyakov +45 · 2 citations
Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques