A Review of Homomorphic Encryption Libraries for Secure Computation

December 06, 2018 · The Cartographer · 🏛 arXiv.org

📚 THE CARTOGRAPHER: The Cartographer
Survey/review paper — maps the landscape rather than implementing a method.

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"Title-pattern auto-detect: A Review of Homomorphic Encryption Libraries for Secure Computation"

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Authors Sai Sri Sathya, Praneeth Vepakomma, Ramesh Raskar, Ranjan Ramachandra, Santanu Bhattacharya arXiv ID 1812.02428 Category cs.CR: Cryptography & Security Citations 46 Venue arXiv.org Last Checked 2 days ago
Abstract
In this paper we provide a survey of various libraries for homomorphic encryption. We describe key features and trade-offs that should be considered while choosing the right approach for secure computation. We then present a comparison of six commonly available Homomorphic Encryption libraries - SEAL, HElib, TFHE, Paillier, ELGamal and RSA across these identified features. Support for different languages and real-life applications are also elucidated.
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