Fabian Boemer

1. Intel HEXL: Accelerating Homomorphic Encryption with Intel AVX512-IFMA52
   2021/03/30 by Fabian Boemer, Boemer, Fabian, Sejun Kim +7 · 4 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Residue Arithmetic #Coding theory and cryptography
2. nGraph-HE: A Graph Compiler for Deep Learning on Homomorphically Encrypted Data
   2018/10/23 by Fabian Boemer, Boemer, Fabian, Yixing Lao +5 · 3 citations
   Computer Science · #Advanced Data Storage Technologies #Complexity and Algorithms in Graphs #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
3. nGraph-HE2: A High-Throughput Framework for Neural Network Inference on Encrypted Data
   2019/08/12 by Fabian Boemer, Boemer, Fabian, Anamaria Costache +5 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Cryptography and Data Security #Privacy-Preserving Technologies in Data
4. Enabling Homomorphically Encrypted Inference for Large DNN Models
   2021/04/28 by Guillermo Lloret-Talavera, Marc Jordà, Marc Jorda +10 · 2 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Stochastic Gradient Optimization Techniques
5. Trustworthy AI Inference Systems: An Industry Research View
   2020/08/10 by Rosario Cammarota, Matthias Schunter, Cammarota, Rosario +41 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data