Data Privacy in Virtual Environments (DPRIVE)

Abstract

The Data Privacy in Virtual Environments (DPRIVE) program will make secure processing on untrusted hardware feasible through the development of new hardware accelerators that allow the data to remain encrypted at all times, even during processing. The hardware developed under DPRIVE will accelerate several fully homomorphic encryption (FHE) schemes more than three orders of magnitude over commodity processors. The program plans to provide strong privacy protections at the tactical edge with no more than one order of magnitude penalty in computation time, and to enable very strong privacy at the enterprise level with no more than three orders of magnitude penalty compared to the corresponding unencrypted processing on commodity processors. The program will enable the development and deployment of these hardware accelerators to edge computing devices where power and time are a premium, as well as to enterprise computing facilities where the amount and sensitivity of the data requires increased protection.

Document Details

Document Type
Accomplishment
Publication Date
Oct 01, 2025
Source ID
656cb68e112fdb3d60e3a3738f248b82

Tags

Fields of Study

  • Mathematics

Readers

  • Computer Science/Computer Engineering/Data Science/Digital Signal Processing.
  • Cybersecurity.
  • Operations Research

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