论文标题
身体上无统治的功能和AI:婚姻二十年
Physically Unclonable Functions and AI: Two Decades of Marriage
论文作者
论文摘要
本章旨在建立人工智能(AI)与硬件安全性之间的关系。在相关文献中,已经确认并经过了精心审查的AI与软件安全之间的联系。这里的主要重点是探索从AI借用的方法来评估硬件原始的安全性,即物理上不可吻合的功能(PUF),该功能(PUF)在加密协议中找到了应用程序,例如身份验证和密钥生成。为此设计的指标和程序将进一步讨论。此外,通过审查通过应用AI技术设计的PUF,我们可以深入了解该领域的未来研究方向。
The current chapter aims at establishing a relationship between artificial intelligence (AI) and hardware security. Such a connection between AI and software security has been confirmed and well-reviewed in the relevant literature. The main focus here is to explore the methods borrowed from AI to assess the security of a hardware primitive, namely physically unclonable functions (PUFs), which has found applications in cryptographic protocols, e.g., authentication and key generation. Metrics and procedures devised for this are further discussed. Moreover, By reviewing PUFs designed by applying AI techniques, we give insight into future research directions in this area.