This National Science Foundation (NSF) Computer and Information Science and Engineering (CISE) Project Grant award to the University of Southern California (USC) provides $599,992 from Oct 1, 2023 to Sep 30, 2026 to develop a portable and configurable library to enable secure, resilient, and trustworthy cyberinfrastructure for end-to-end privacy-sensitive machine learning (ML) inference. The key products and services to be delivered under this award include: This work aims to address the challenge of slow performance and high hardware resource requirements of HE-based ML inference, by leveraging FPGA acceleration to enable wider adoption of privacy-preserving computations in applications like healthcare, finance, and cyber-physical systems.
Mod # | Description | Reason For Modification | Federal Obligation (Click to sort descending) | Date (Click to sort ascending) |
|---|---|---|---|---|
| Not listed | $600.0k | 6/20/23 |