# CAREER: Analog Memory Leaks: Mitigating Remanence Side-Channels in Analog Compute-in-Memory Hardware

**Budget Signal Score:** 55/100

| Field | Value |
|---|---|
| Institution | University of California-Santa Cruz |
| Location | SANTA CRUZ, CA |
| Project | CAREER: Analog Memory Leaks: Mitigating Remanence Side-Channels in Analog Compute-in-Memory Hardware |
| Award amount | $743,069 |
| Obligated so far | $424,076 |
| Awarded | 2026-07-01 |
| Period | 2026-10-01 to 2031-09-30 |
| Program | Secure &Trustworthy Cyberspace |
| Directorate / division | CSE / CPIS |
| Award ID | 2541678 |

## Why this score
- Award of $300K or more.
- Equipment- and compute-heavy field.

Source: U.S. National Science Foundation Awards API (https://www.nsf.gov/awardsearch/showAward?AWD_ID=2541678). Last refreshed: 2026-11-04T18:13:44.963Z.
Award data comes from the NSF Awards API and may be amended by NSF. Institution-level only; investigator contact details are not included. Informational only.