Adaptive PUF design to authenticate and evaluate heterogeneous IPs in edge computing

S. Hemavathy, J. Kokila, V. S. Kanchana Bhaaskaran
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Abstract

Edge computing has become quintessential in commercial, healthcare, and industrial applications. It enables real-time data processing at the edge device, thus reducing the data traffic to the cloud and increasing the processing time efficiency. As an edge device, modern System-on-Chips (SoCs) provide scalability, security, and development in an integrated platform. Intellectual Property (IP) core reuse is a boon in SoCs that bridges the gap between integrated circuit design and fabrication. Such edge devices modeled by vendors are bound to ensure high security to avoid piracy. The proposed architecture provides a two-step authentication utilizing a Finite State Machine (FSM) with a secured key obtained from the newly structured Physical Unclonable Function (PUF) within the same edge device, with the primary goal of verifying several heterogeneous IPs to achieve the least power and energy. Two PUF designs, Anderson Arbiter PUF (AA-PUF) and Balanced AA-PUF, have been proposed for two different placements taking advantage of SoC-based architecture. The PUF characteristics have been experimentally validated with and without majority voting and demonstrate their proximity close to the desired value in ZedBoard. The proposed design is a strong PUF with less than 15% area overhead and power dissipation of 1.982 W for a 64-bit response. The experimental validation has evaluated that the power and energy consumptions are 2.56 W and 2.17 J for 52 heterogeneous IPs.

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自适应 PUF 设计用于验证和评估边缘计算中的异构 IP
边缘计算已成为商业、医疗保健和工业应用中的重要组成部分。它能在边缘设备上进行实时数据处理,从而减少了到云端的数据流量,提高了处理时间效率。作为边缘设备,现代片上系统(SoC)在集成平台中提供了可扩展性、安全性和开发性。知识产权(IP)内核的重复使用是 SoC 的一大优势,它在集成电路设计和制造之间架起了一座桥梁。供应商建模的此类边缘设备必须确保高安全性,以避免盗版。所提出的架构利用有限状态机(FSM)和从同一边缘设备内新构建的物理不可克隆函数(PUF)中获得的安全密钥,提供了两步验证,其主要目标是验证多个异构 IP,以实现最低的功耗和能耗。利用基于 SoC 架构的优势,针对两种不同的放置方式提出了两种 PUF 设计,即安德森仲裁器 PUF(AA-PUF)和平衡 AA-PUF。在使用和不使用多数投票的情况下,对 PUF 特性进行了实验验证,结果表明它们接近 ZedBoard 中的理想值。所提出的设计是一种强大的 PUF,面积开销小于 15%,64 位响应的功耗为 1.982 W。实验验证表明,52 个异构 IP 的功耗和能耗分别为 2.56 W 和 2.17 J。
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