The Discrete Gaussian for Differential Privacy
Clément L. Canonne, Gautam Kamath, et al.
NeurIPS 2020
We propose an operation method of generating true random number bits using a perpendicular magnetic tunnel junction already in use as a memory element in spin-transfer-torque driven magnetic random access memory technology. This method uses a regularly spaced (or intentionally irregularly spaced), minimum width and bi-directional fast strobe-write pulses, with read operations after each write. The resulting bit-stream’s statistical properties are analyzed, and a few digital logic operation following the read is described that could significantly improve the resulting bit-streams variance and stability, insulating those from the raw variations of pMTJs.
Clément L. Canonne, Gautam Kamath, et al.
NeurIPS 2020
Nir Drucker, Shai Gueron
CSCML 2024
Jonathan Sun
Journal of Physics D: Applied Physics
Guohan Hu, Philip Trouilloud, et al.
IEDM 2025