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静态随机存取存储器物理不可克隆函数中最强单元的陷阱。

Pitfall of the Strongest Cells in Static Random Access Memory Physical Unclonable Functions.

机构信息

School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan 430074, China.

出版信息

Sensors (Basel). 2018 Jun 1;18(6):1776. doi: 10.3390/s18061776.

Abstract

Static Random Access Memory (SRAM) Physical Unclonable Functions (PUFs) are some of the most popular PUFs that provide a highly-secured solution for secret key storage. Given that PUF responses are noisy, the key reconstruction must use error correcting code (ECC) to reduce the noise. Repetition code is widely used in resource constrained systems as it is concise and lightweight, however, research has shown that repetition codes can lead to information leakage. In this paper we found that the strongest cell distribution in a SRAM array may leak information of the responses of SRAM PUF when the repetition code is directly applied. Experimentally, on an ASIC platform with the HHGRACE 0.13 μm process, we recovered 8.3% of the measured response using the strongest cells revealed by the helper data, and we finally obtained a clone response 79% similar to weak response using the public helper data. We therefore propose Error Resistant Fuzzy Extractor (ERFE), a 4-bit error tolerant fuzzy extractor, that extracts the value of the sum of the responses as a unique key and reduces the failure rate to 1.8 × 10 with 256 bit entropy.

摘要

静态随机存取存储器 (SRAM) 物理不可克隆函数 (PUF) 是最受欢迎的 PUF 之一,为密钥存储提供了高度安全的解决方案。由于 PUF 响应存在噪声,因此密钥重构必须使用纠错码 (ECC) 来降低噪声。重复码在资源受限的系统中被广泛使用,因为它简洁轻便,但是研究表明重复码可能会导致信息泄露。在本文中,我们发现当直接应用重复码时,SRAM 阵列中最强的单元分布可能会泄露 SRAM PUF 响应的信息。在具有 HHGRACE 0.13 μm 工艺的 ASIC 平台上进行实验,我们使用辅助数据揭示的最强单元恢复了测量响应的 8.3%,并最终使用公共辅助数据获得了与弱响应相似的克隆响应 79%。因此,我们提出了 Error Resistant Fuzzy Extractor (ERFE),这是一种 4 位容错模糊提取器,它提取响应和的作为唯一密钥的值,并将失败率降低到 1.8×10,具有 256 位熵。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/460c/6022205/55c4bc40fef6/sensors-18-01776-g001.jpg

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