A novel PUF against machine learning attack: Implementation on a 16 Mb RRAM chip

作者：Pang Yachuan; Wu Huaqiang; Gao Bin; Wu Dong; Chen An; Qian He

来源：63rd IEEE International Electron Devices Meeting, IEDM 2017, 2017-12-02 To 2017-12-06.

DOI：10.1109/IEDM.2017.8268376

• Array architecture
• Continuous distribution
• Double layers
• Physical unclonable functions (PUF)
• Resistance distribution
• Security primitives
• Test chips
• Test suites

Physical unclonable PUF) is an important hardware security primitive. This paper proposes a novel PUF design based on a double-layer RRAM array architecture and digital RRAM programming achieved by splitting resistance distribution after a continuous distribution was formed. The proposed PUF was implemented on a 16 Mb RRAM test chip and its randomness was verified with NIST test suite. The experimental results demonstrate strong reliability and significantly enhanced resistance against machine-learning attack of this novel PUF design.

• 出版日期2018
• 单位清华大学