Random Number Generator Based on Discrete Cosine Transform Based Lossy Picture Compression

dc.authorid0000-0002-0649-1993en_US
dc.contributor.authorYakut, Selman
dc.contributor.authorYakut, Selman
dc.date.accessioned2022-03-22T13:19:11Z
dc.date.available2022-03-22T13:19:11Z
dc.date.issued2021en_US
dc.departmentMTÖ Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.description.abstractThe The widespread use of digital data makes the security of this data important. Various cryptographic systems are used to ensure the security of this data. The most important part of these systems is random numbers. In this article, a random number generator based on the discrete cosine transform, which is the basis of image compression algorithms, is proposed. In this generator, the difference between the original image and the compressed image produced using the discrete cosine transform is used. The original picture is transferred to the frequency plane using the discrete cosine transform. It is then converted back to the space plane using the inverse discrete cosine transform. These transformations cause some losses as certain coefficients are taken into account. Raw random numbers were generated using the differences between the original image and the compressed image. Then, the possible weaknesses in the random numbers generated by passing these raw data through the hash function were fixed. The SHA-512 algorithm was used as the hash function. An important advantage of the developed system is that it can be easily produced using any digital data source. It has been shown by the analysis that the generated random numbers are safe.en_US
dc.identifier.citationYAKUT, S. Random Number Generator Based on Discrete Cosine Transform Based Lossy Picture Compression. NATURENGS, 2(2), 76-85.en_US
dc.identifier.doi10.46572/naturengs.1009013
dc.identifier.endpage85en_US
dc.identifier.issue2en_US
dc.identifier.startpage76en_US
dc.identifier.urihttps://doi.org/10.46572/naturengs.1009013
dc.identifier.urihttps://hdl.handle.net/20.500.12899/804
dc.identifier.volume2en_US
dc.language.isoenen_US
dc.publisherMalatya Turgut Ozal Universityen_US
dc.relation.ispartofNATURENGSen_US
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectDiscrete cosine transformen_US
dc.subjectImage compressionen_US
dc.subjectRandom numbersen_US
dc.subjectHash functionsen_US
dc.titleRandom Number Generator Based on Discrete Cosine Transform Based Lossy Picture Compressionen_US
dc.typeArticleen_US

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