Paper 2017/601

Implementation and Evaluation of a Lattice-Based Key-Policy ABE Scheme

Wei Dai, Yarkın Doröz, Yuriy Polyakov, Kurt Rohloff, Hadi Sajjadpour, Erkay Savaş, and Berk Sunar

Abstract

In this paper, we report on our implementation of a lattice-based Key-Policy Attribute-Based Encryption (KP-ABE) scheme, which uses short secret keys. The particular KP-ABE scheme can be used directly for Attribute-Based Access Control (ABAC) applications, as well as a building block in more involved applications and cryptographic schemes such as audit log encryption, targeted broadcast encryption, functional encryption, and program obfuscation. We adapt a recently proposed KP-ABE scheme [1] based on the Learning With Errors (LWE) problem to a more efficient scheme based on the Ring Learning With Errors (RLWE) problem, and demonstrate an implementation that can be used in practical applications. Our state-of-the-art implementation on graphics processing units (GPUs) shows that the homomorphic public key and ciphertext evaluation operations, which dominate the execution time of the KP-ABE scheme, can be performed in a reasonably short amount of time. Our practicality results also hold when scaled to a relatively large number of attributes. To the best of our knowledge, this is the first KP-ABE implementation that supports both ciphertext and public key homomorphism and the only experimental practicality results reported in the literature.

Metadata
Available format(s)
PDF
Category
Public-key cryptography
Publication info
Published elsewhere. MINOR revision.IEEE Transactions on Information Forensics and Security ( Volume: PP, Issue: 99 )
DOI
10.1109/TIFS.2017.2779427
Keywords
lattice-based cryptographyattribute-based encryptionGPU computingRLWE
Contact author(s)
erkays @ sabanciuniv edu
History
2018-01-16: last of 7 revisions
2017-06-23: received
See all versions
Short URL
https://ia.cr/2017/601
License
Creative Commons Attribution
CC BY

BibTeX

@misc{cryptoeprint:2017/601,
      author = {Wei Dai and Yarkın Doröz and Yuriy Polyakov and Kurt Rohloff and Hadi Sajjadpour and Erkay Savaş and Berk Sunar},
      title = {Implementation and Evaluation of a Lattice-Based Key-Policy ABE Scheme},
      howpublished = {Cryptology ePrint Archive, Paper 2017/601},
      year = {2017},
      doi = {10.1109/TIFS.2017.2779427},
      note = {\url{https://eprint.iacr.org/2017/601}},
      url = {https://eprint.iacr.org/2017/601}
}
Note: In order to protect the privacy of readers, eprint.iacr.org does not use cookies or embedded third party content.