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BFV, CKKS, TFHE: Which One is the Best for a Secure Neural Network Evaluation in the Cloud?

Pierre-Emmanuel Clet, Oana Stan, Martin Zuber

2021Lecture notes in computer science25 citationsDOI

Topics & Concepts

CryptosystemMNIST databaseHomomorphic encryptionComputer scienceCiphertextArtificial neural networkCloud computingSemantic securityTheoretical computer scienceEncryptionComputationComputer securityArtificial intelligenceAlgorithmPublic-key cryptographyOperating systemAttribute-based encryptionCryptography and Data SecurityCryptographic Implementations and SecurityChaos-based Image/Signal Encryption
BFV, CKKS, TFHE: Which One is the Best for a Secure Neural Network Evaluation in the Cloud? | Litcius