DBA: Distributed Backdoor Attacks against Federated Learning
Chulin Xie, Keli Huang, et al.
ICLR 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.
Chulin Xie, Keli Huang, et al.
ICLR 2020
Mert Toslali, Edward Snible, et al.
ESEC/FSE 2024
Janvi Thakkar, Giulio Zizzo, et al.
AAAI 2024
Chengkun Wei, Shouling Ji, et al.
IEEE TIFS