TY - GEN
T1 - CSHER
T2 - 32nd USENIX Security Symposium, USENIX Security 2023
AU - Akavia, Adi
AU - Oren, Neta
AU - Sapir, Boaz
AU - Vald, Margarita
N1 - Publisher Copyright: © USENIX Security 2023. All rights reserved.
PY - 2023
Y1 - 2023
N2 - Homomorphic encryption (HE) is a promising technology for protecting data in use, with considerable progress in recent years towards attaining practical runtime performance. However, the high storage overhead associated with HE remains an obstacle to its large-scale adoption. In this work we propose a new storage solution in the two-server model resolving the high storage overhead associated with HE, while preserving rigorous data confidentiality. We empirically evaluated our solution in a proof-of-concept system running on AWS EC2 instances with AWS S3 storage, demonstrating storage size with zero overhead over storing AES ciphertexts, and 10μs amortized end-to-end runtime. In addition, we performed experiments on multiple clouds, i.e., where each server resides on a different cloud, exhibiting similar results. As a central tool we introduce the first perfect secret sharing scheme with fast homomorphic reconstruction over the reals; this may be of independent interest.
AB - Homomorphic encryption (HE) is a promising technology for protecting data in use, with considerable progress in recent years towards attaining practical runtime performance. However, the high storage overhead associated with HE remains an obstacle to its large-scale adoption. In this work we propose a new storage solution in the two-server model resolving the high storage overhead associated with HE, while preserving rigorous data confidentiality. We empirically evaluated our solution in a proof-of-concept system running on AWS EC2 instances with AWS S3 storage, demonstrating storage size with zero overhead over storing AES ciphertexts, and 10μs amortized end-to-end runtime. In addition, we performed experiments on multiple clouds, i.e., where each server resides on a different cloud, exhibiting similar results. As a central tool we introduce the first perfect secret sharing scheme with fast homomorphic reconstruction over the reals; this may be of independent interest.
UR - http://www.scopus.com/inward/record.url?scp=85176139978&partnerID=8YFLogxK
M3 - Conference contribution
T3 - 32nd USENIX Security Symposium, USENIX Security 2023
SP - 4751
EP - 4768
BT - 32nd USENIX Security Symposium, USENIX Security 2023
Y2 - 9 August 2023 through 11 August 2023
ER -