A Tensor Compiler with Automatic Data Packing for Simple and Efficient Fully Homomorphic Encryption

A Tensor Compiler with Automatic Data Packing for Simple and Efficient Fully Homomorphic Encryption

Fully Homomorphic Encryption (FHE) enables computing on encrypted data, letting clients securely offload computation to untrusted servers. While enticing, FHE has two key challenges that limit its applicability: it has high performance overheads (10,000× over unencrypted computation) and it is extre...

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Bibliographic Details
Main Authors: Krastev, Aleksandar, Samardzic, Nikola, Langowski, Simon, Devadas, Srinivas, Sanchez, Daniel
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: Association for Computing Machinery (ACM) 2024
Online Access:https://hdl.handle.net/1721.1/155458

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