论文标题
设计和建模对基于多路复用器的物理不荡情功能的攻击
Design And Modelling An Attack on Multiplexer Based Physical Unclonable Function
论文作者
论文摘要
本文介绍了对物理不元件功能的研究，特别是基于仲裁者的PUF（APUF）的设计，并扩展了对PUF设计的不同类型攻击的工作，以破坏设备的安全性，其中包括高级计算算法。基于机器学习（ML）的攻击成功地攻击了现有设计。因此，通过基于Logistic回归A基于MLB的算法对攻击进行建模，可以检查修改后的APUF设计的电阻。该设计在Basys-3 Artix -7 FPGA板上进行了验证，其零件号（XC7A35TCPG236-1）。
This paper deals with study of the physical unclonable functions and specifically the design of arbiter based PUF (APUF) and extends the work on different types of attacks on the PUF designs to break the security of the device, which includes advanced computational algorithms. Machine learning (ML) based attacks are successful in attacking existing designs. So in this, the resistance of the modified, proposed design of APUF is examined by modelling the attack based on the logistic regression a MLbased algorithm. The design is validated on Basys-3 Artix -7 FPGA board with a part number (xc7a35tcpg236-1).
