DRAM-based PUF

⁤Securing systems with limited resources is crucial for deployment and should not be compromised for other performance metrics like area and throughput. ⁤⁤Physically Unclonable Functions (PUFs) emerge as a cost-effective solution for various security applications, such as preventing IC counterfeiting and enabling lightweight authentication. ⁤⁤In the realm of memory-based PUFs, the physical variations of available memory systems, such as DRAM or SRAM, are exploited to derive an intrinsic response based on the accessed data row. ⁤⁤This study introduces an innovative design of a DRAM-based PUF that utilizes the variations of adjacent DRAM cells to extract a reliable and secure key. ⁤ ⁤The dataset, which is used for validating the proposed design, is generated through Monte Carlo simulations implemented on the Cadence tool. ⁤⁤The simulation environment is configured, featuring 11 DRAM devices, each comprising 5K data rows and an 8-bit width. ⁤⁤Each DRAM device is associated with a folder containing voltage data collected for each bit, along with the corresponding evaluated response. ⁤⁤Additionally, the device folder contains a concatenated 8-bit response. ⁤

确保在资源有限的环境中保障系统安全至关重要，不应为面积和吞吐量等性能指标而牺牲。物理不可克隆函数（PUFs）作为各种安全应用的低成本解决方案，例如防止集成电路仿制和实现轻量级认证，应运而生。在基于内存的PUFs领域，通过对可用内存系统（如DRAM或SRAM）的物理差异的利用，根据访问的数据行推导出固有的响应。本研究提出了一种基于DRAM的创新PUF设计，该设计利用相邻DRAM单元的变异性来提取可靠且安全的密钥。用于验证所提出设计的数据集是通过在Cadence工具上实现的蒙特卡洛模拟生成的。模拟环境配置了11个DRAM设备，每个设备包含5K数据行和8位宽度。每个DRAM设备都与一个文件夹关联，其中包含为每个比特收集的电压数据以及相应的评估响应。此外，设备文件夹还包含一个串联的8位响应。

搜集汇总

背景与挑战

背景概述

该数据集包含11个DRAM-PUF设备的模拟数据，每个设备包含8位电压和响应数据，用于验证DRAM-based PUF设计的可靠性和安全性。数据集格式为CSV文件，适用于机器学习和安全领域的研究。