Hardware and Information Security Primitives Based on 2D Materials and Devices

硬件安全模块 计算机科学 信息安全 软件部署 计算机安全 集成电路 资产(计算机安全) 可靠性(半导体) 生存能力 资源(消歧) 材料科学 纳米技术 密码学 软件工程 计算机网络 物理 功率(物理) 操作系统 量子力学
作者
Akshay Wali,Saptarshi Das
出处
期刊:Advanced Materials [Wiley]
卷期号:35 (18): e2205365-e2205365 被引量:40
标识
DOI:10.1002/adma.202205365
摘要

Abstract Hardware security is a major concern for the entire semiconductor ecosystem that accounts for billions of dollars in annual losses. Similarly, information security is a critical need for the rapidly proliferating edge devices that continuously collect and communicate a massive volume of data. While silicon‐based complementary metal‐oxide‐semiconductor technology offers security solutions, these are largely inadequate, inefficient, and often inconclusive, as well as resource intensive in time, energy, and cost, leading to tremendous room for innovation in this field. Furthermore, silicon‐based security primitives have shown vulnerability to machine learning (ML) attacks. In recent years, 2D materials such as graphene and transition metal dichalcogenides have been intensely explored to mitigate these security challenges. In this review, 2D‐materials‐based hardware security solutions such as camouflaging, true random number generation, watermarking, anticounterfeiting, physically unclonable functions, and logic locking of integrated circuits (ICs) are summarized with accompanying discussion on their reliability and resilience to ML attacks. In addition, the role of native defects in 2D materials in developing high entropy hardware security primitives is also examined. Finally, the existing challenges for 2D materials, which must be overcome for large‐scale deployment of 2D ICs to meet the security needs of the semiconductor industry, are discussed.
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