Publication Details
Bezpečnost čipových karet a detekce vykonávaných operací pomocí genetického programování
Schäfer Jiří, Ing. (FIT BUT)
smart cards, security, genetic programming, evolutionary algorithms
This paper describes a way how to find new methods for detection of operations running on smartcards using a side channel informations. These new methods based on a genetic programming and evolutionary algorithms use power consumption tracking, because of price and its capability for this purpose.
Many detection methods have been already developed for this purpose by now, but most od these methods are very simple and therefore are inaccurate or have good results only for several operations. Our goal was to use genetic algorithms to artificially evolve a completely new algorithms, designed specially for operation detection, that are free of traditional signal processing algorithms. Our decision was based on complexity of description of power consumption and problems of designing new algorithms a traditional way.
@INPROCEEDINGS{FITPUB8551, author = "Peter Pecho and Ji\v{r}\'{i} Sch{\"{a}}fer", title = "Bezpe\v{c}nost \v{c}ipov\'{y}ch karet a detekce vykon\'{a}van\'{y}ch operac\'{i} pomoc\'{i} genetick\'{e}ho programov\'{a}n\'{i}", pages = "169--175", booktitle = "Datakon 2007", year = 2007, location = "Brno, CZ", ISBN = "978-80-7355-076-9", language = "czech", url = "https://www.fit.vut.cz/research/publication/8551" }