Maliciously Secure Matrix Multiplication with Applications to Private Deep Learning
Hao Chen, Miran Kim, Ilya Razenshteyn, Dragos Rotaru, Yongsoo Song, Sameer Wagh
Topics & Concepts
Computer scienceHomomorphic encryptionMatrix multiplicationMultiplication (music)CryptographyComputationMathematical proofEncryptionConvolution (computer science)Matrix (chemical analysis)Theoretical computer scienceAlgorithmArtificial neural networkArtificial intelligenceMathematicsComputer networkComposite materialGeometryMaterials scienceCombinatoricsPhysicsQuantum mechanicsQuantumCryptography and Data SecurityStochastic Gradient Optimization TechniquesPrivacy-Preserving Technologies in Data