1. A framework to enhance security of physically unclonable functions using chaotic circuits.
- Author
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Chen, Lanxiang
- Subjects
- *
ELECTRONIC circuits , *MACHINE learning , *CHAOS theory , *SIMULATION methods & models , *CONVERTERS (Electronics) - Abstract
As a new technique for authentication and key generation, physically unclonable function (PUF) has attracted considerable attentions, with extensive research results achieved already. To resist the popular machine learning modeling attacks, a framework to enhance the security of PUFs is proposed. The basic idea is to combine PUFs with a chaotic system of which the response is highly sensitive to initial conditions. For this framework, a specific construction which combines the common arbiter PUF circuit, a converter, and the Chua's circuit is given to implement a more secure PUF. Simulation experiments are presented to further validate the framework. Finally, some practical suggestions for the framework and specific construction are also discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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