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Bibliographic record number: 831962

Journal

Authors: Picek, Stjepan; Sisejkovic, Dominik; Rozic, Vladimir; Yang, Bohan; Jakobović, Domagoj; Mentens, Nele
Title: Evolving Cryptographic Pseudorandom Number Generators
( Evolving Cryptographic Pseudorandom Number Generators )
Source: Lecture Notes in Computer Science vol. 9921Springer , 2016. 613-622 (ISBN: 978-3-319-45822-9).
Meeting: Parallel Problem Solving from Nature
Location and date: Edinburgh, Škotska, 17-21.09.2016.
Keywords: Random number generators ; Pseudorandomness ; Cryptography ; Cartesian Genetic Programming ; Statistical tests
( Random number generators ; Pseudorandomness ; Cryptography ; Cartesian Genetic Programming ; Statistical tests )
Abstract:
Random number generators (RNGs) play an important role in many real-world applications. Besides true hardware RNGs, one important class are deterministic random number generators. Such generators do not possess the unpredictability of true RNGs, but still have a widespread usage. For a deterministic RNG to be used in cryptography, it needs to fulfill a number of conditions related to the speed, the security, and the ease of implementation. In this paper, we investigate how to evolve deterministic RNGs with Cartesian Genetic Programming. Our results show that such evolved generators easily pass all randomness tests and are extremely fast/small in hardware.
Type of meeting: Poster
Type of presentation in a journal: Full-text (1500 words and more)
Type of peer-review: International peer-review
Original language: eng
Category: Znanstveni
Research fields:
Computer science
Full paper text: 831962.PPSN.pdf (tekst priložen 9. Ruj. 2016. u 09:53 sati)
URL: http://rd.springer.com/chapter/10.1007/978-3-319-45823-6_57
Contrib. to CROSBI by: Domagoj Jakobović (domagoj.jakobovic@fer.hr), 9. Ruj. 2016. u 09:53 sati



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