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◆ IEEE Transactions on Electron Devices2025-11-11· Resistive random-access memory

In-Memory Unified TRNG and PUF Based on RRAM Random Switching Time

Li Ni, Xijun Huang, Xinhui Chen, Jing Pu, Aolin Wang, Shuwen Xin, Zhengxun Lai, Kai Tang, Xiangyu Li, You Meng

原始摘要(英文原文)· Original abstract
Resistive random access memory (RRAM) is a promising nonvolatile memory (NVM) technology, yet its susceptibility to data breaches poses critical challenges for high-security applications such as AI acceleration, secure booting, and trusted execution environments (TEEs). In this work, we present a novel in-memory unified true random number generator (TRNG) and physical unclonable function (PUF) design to strengthen RRAM hardware security and attack resistance, leveraging the intrinsic randomness of RRAM switching time. By exploiting device-to-device (D2D) and cycle-to-cycle (C2C) variations, our design could synchronize PUF and TRNG responses via an RRAM array-based entropy source extraction circuit. Furthermore, a switching time-based recombination scheme, derived from the statistical distribution of switching time, is used to enhance PUF reliability. Experimental (simulation) results demonstrate an energy efficiency of 1.54 (3.6) pJ/bit at a throughput of 33.3 Mb/s, a native PUF bit error rate (BER) of 0.569% (0.307%), and zero errors over 2000 evaluations. Meanwhile, the TRNG passes all NIST statistical tests without postprocessing, achieving a minimum entropy of 0.98 under all conditions.
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In-Memory Unified TRNG and PUF Based on RRAM Random Switching Time — 科研速览 Science Skim