Exploiting Multi-Phase On-Chip Voltage Regulators as Strong PUF Primitives for Securing IoT

Weize Yu, Yiming Wen, Selçuk Köse, Jia Chen

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

The physical randomness of the flying capacitors in the multi-phase on-chip switched-capacitor (SC) voltage converter is exploited as a novel strong physical unclonable function (PUF) primitive for IoT authentication. Moreover, for the strong PUF we devised, an approximated constant input power is achieved against side-channel attacks and a non-linear transformation block is utilized to scramble the high linear relationship between the input challenges and output responses against machine-learning attacks. The results show that the novel strong PUF primitive we designed achieves a nearly 51.3% inter-Hamming distance (HD) and 98.5% reliability while maintaining a high security level against both side-channel and machine-learning attacks.

Original languageEnglish (US)
Pages (from-to)587-598
Number of pages12
JournalJournal of Electronic Testing: Theory and Applications (JETTA)
Volume34
Issue number5
DOIs
StatePublished - Oct 1 2018

Keywords

  • Machine-learning attacks
  • Multi-phase
  • Side-channel attacks
  • Strong physical unclonable function (PUF) primitive
  • Voltage converter

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