由非赫米特式吸收发射器产生的电磁不可克隆的函数.
Minye Yang1, Zhilu Ye1, Hongyi Pan1
1Department of Electrical and Computer Engineering, University of Illinois Chicago, Chicago, IL 60607, USA.
Science advances
|September 8, 2023
概括
这项研究引入了一种使用独特PT对称结构的新型电磁物理非克隆函数 (PUF). 这种PUF利用固有的制造变异来增强针对网络攻击和机器学习威胁的安全性.
科学领域:
- 物理 物理学 物理
- 电气工程 电气工程
- 计算机科学 计算机科学
背景情况:
- 物理无法克隆的函数 (PUF) 是硬件安全原体,对于保护信息免受网络攻击和逆向工程至关重要.
- 现有的PUF依赖于集成电路特性,因此需要替代,强大的安全解决方案.
研究的目的:
- 引入一种基于非赫米特平价-时间 (PT) -对称结构的新型电磁物理非克隆函数 (PUF).
- 通过放大来自制造变化的变,证明PUF能够产生独特的安全密钥的能力.
主要方法:
- 利用PT对称结构中的自我双吸收器-发射器奇点来创建一个独特的PUF.
- 在奇点上利用对扰动的敏感反应来放大.
- 评估PUF安全指标,包括随机性和独特性.
- 测试对机器学习辅助攻击的稳定性 (富里埃回归,GANs).
主要成果:
- 拟议的电磁PUF具有高度的随机性和独特性,对于安全应用至关重要.
- 军方展示了对基于先进机器学习的攻击策略的强度.
- 该概念被证明可以在各种电磁频谱范围内进行波长可扩展.
结论:
- 新型电磁PUF为硬件安全提供了一个有前途的新方向.
- 这种方法为密码学和加密应用提供了可扩展和强大的解决方案.
- 在PUF中使用PT对称结构为未来安全硬件设计研究开辟了道路.
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