使用电压控制的自旋骰子生成真正的随机数

Abhronil Sengupta, Akhilesh R. Jaiswal, K. Roy
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引用次数: 5

摘要

真随机数生成器(trng)在密码学和其他安全应用中越来越流行。然而,传统的TRNG硬件设计往往导致显着的高面积和功耗[1],因此最近的研究工作已经针对开发紧凑,低功耗和高吞吐量TRNG基于新兴技术,如磁隧道结(MTJ“自旋骰子”)[2]。随机数产生过程通常通过施加两个电流脉冲来实现,即“复位”脉冲使磁体定向到已知的初始状态,随后的“滚动”脉冲使磁体以0.5的概率开关。MTJ的随机开关特性源于器件中存在的固有热噪声。然而,由于以50%的概率(由PVT变化引起)切换MTJ所需的电流大小的变化,生成的随机数的质量不够高。因此,通常需要昂贵的后处理方案[2]。在这项工作中,我们利用最近在MTJ结构中发现的电压控制磁各向异性(VCMA)现象,探索了电压控制自旋骰子(VC-SD)的设计,以使铁磁体沿着亚稳定磁化方向定向,随后利用热噪声使磁体随机切换到任意一个稳定磁化方向。除了功率和可靠性方面的优势外,所提出的TRNG能够提供更好的抗PVT变化的弹性。
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True random number generation using voltage controlled spin-dice
True Random Number Generators (TRNGs) are becoming increasingly popular in cryptography and other security applications. However, conventional TRNG designs in hardware often result in significantly high area and power consumption [1] and hence recent research efforts have been directed to developing compact, low power and high throughput TRNGs based on emerging technologies like the Magnetic Tunnel Junction (MTJ “spin-dice”) [2]. The random number generation process usually takes place through the application of two current pulses, namely the “reset” pulse to orient the magnet to a known initial state and subsequently the “roll” pulse to switch the magnet with probability of 0.5. The stochastic switching nature of the MTJ arises from the inherent thermal noise present in the device. However, the quality of the random number generated is not sufficiently high due to variations in the magnitude of current required to switch the MTJ with 50% probability (arising from PVT variations). Hence expensive post-processing schemes are usually required [2]. In this work, we explore the design of a Voltage Controlled Spin-Dice (VC-SD) using the recently discovered phenomena of Voltage Controlled Magnetic Anisotropy (VCMA) in an MTJ structure to orient the ferromagnet along a meta-stable magnetization direction and subsequently utilizing thermal noise to produce random switching of the magnet to either one of the stable magnetization directions. In addition to power and reliability benefits, the proposed TRNG is able to provide better resiliency against PVT variations.
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