Model building attacks on Physically Unclonable Functions using genetic programming
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- @InProceedings{Saha:2013:HOST,
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author = "Indrasish Saha and Ratan Rahul Jeldi and
Rajat Subhra Chakraborty",
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title = "Model building attacks on Physically Unclonable
Functions using genetic programming",
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booktitle = "IEEE International Symposium on Hardware-Oriented
Security and Trust (HOST 2013)",
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year = "2013",
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month = "2-3 " # jun,
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pages = "41--44",
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keywords = "genetic algorithms, genetic programming, field
programmable gate arrays, Evolutionary computation,
physically unclonable functions (PUFs), model building,
RO-PUFs",
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DOI = "doi:10.1109/HST.2013.6581563",
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abstract = "Design, implementation and characterisation of
Physically Unclonable Functions (PUFs) in silicon have
drawn considerable research interest in recent years.
However, side-by-side, there are concerns that these
PUF circuits, although physically unclonable, might be
vulnerable to computational model-building attacks that
compromise their security. In this work, we have used
ideas from evolutionary computation, specifically
genetic programming, to build accurate and compact
mathematical models to approximate the response of
FPGA-based ring oscillator PUFs (RO-PUFs). Hence, we
have demonstrated the feasibility of a computationally
simple scheme to model FPGA-based PUFs, and we believe
this work will pave the way for similar attempts to
attack more sophisticated PUF implementations.",
-
notes = "Also known as \cite{6581563}",
- }
Genetic Programming entries for
Indrasish Saha
Ratan Rahul Jeldi
Rajat Subhra Chakraborty
Citations