Abstract In recent years, there have been major advancements in multimedia technologies and accordingly, file transfer over the internet has become extremely frequent. However, some security issues can occur in the internet, since it is a very insecure channel. To preserve the privacy and security of multimedia data transmitted over the internet, a number of encryption algorithms have been developed. This research presents a methodology for examining practically used image processing encryption algorithms. To measure the quality of encoded images, a number of factors such as correlation coefficient and information entropypixel change rate are employed instead of visual evaluation. In this study, the image encryption efficiency of the Advanced Encryption Standard (AES) is analyzed and the security level is evaluated. For digital pictures, AES security evaluations have been conducted against brute force, statistical, and other attacks. The results of the tests are provided to see if these algorithms are secure for digital photos. Examination of the image encryption algorithms reveal that images can be encrypted by the AES method robustly. Applied tests are independent from encryption algorithm and thus they are applicable to all image encryption algorithms.
Eser ady (dc.title) | Security analysis of advanced encryption standard (AES) for image encryption |
Yazar [Asıl] (dc.creator.author) | Küçükbacak, Rıdvan |
Yazar Departmanı (dc.creator.department) | Yeditepe University Graduate School of Social Science |
Yazar Departmanı (dc.creator.department) | Yeditepe University Graduate School of Social Science Master’s Program in Management Information Systems |
Neşir senesi (dc.date.issued) | 2023 |
Yayın Turu [Akademik] (dc.type) | preprint |
Yayın Türü [Ortam] (dc.format) | application/pdf |
Konu Başlıkları [Genel] (dc.subject) | Image encryption |
Konu Başlıkları [Genel] (dc.subject) | Security analysis |
Konu Başlıkları [Genel] (dc.subject) | AES |
Konu Başlıkları [Genel] (dc.subject) | Cryptography |
Konu Başlıkları [Genel] (dc.subject) | Görüntü şifreleme |
Konu Başlıkları [Genel] (dc.subject) | Güvenlik analizi |
Konu Başlıkları [Genel] (dc.subject) | AES (gelişmiş şifreleme standardı) |
Konu Başlıkları [Genel] (dc.subject) | Kriptografi |
Yayıncı (dc.publisher) | Yeditepe University Academic and Open Access Information System |
Dil (dc.language.iso) | eng |
Özet Bilgisi (dc.description.abstract) | Abstract In recent years, there have been major advancements in multimedia technologies and accordingly, file transfer over the internet has become extremely frequent. However, some security issues can occur in the internet, since it is a very insecure channel. To preserve the privacy and security of multimedia data transmitted over the internet, a number of encryption algorithms have been developed. This research presents a methodology for examining practically used image processing encryption algorithms. To measure the quality of encoded images, a number of factors such as correlation coefficient and information entropypixel change rate are employed instead of visual evaluation. In this study, the image encryption efficiency of the Advanced Encryption Standard (AES) is analyzed and the security level is evaluated. For digital pictures, AES security evaluations have been conducted against brute force, statistical, and other attacks. The results of the tests are provided to see if these algorithms are secure for digital photos. Examination of the image encryption algorithms reveal that images can be encrypted by the AES method robustly. Applied tests are independent from encryption algorithm and thus they are applicable to all image encryption algorithms. |
Täzelenenç Düzümleniş Senesi (dc.date.accessioned) | 2024-02-20 |
Açık Erişim Tarihi (dc.date.available) | 2024-02-20 |
Haklar (dc.rights) | Yeditepe University Academic and Open Access Information System |
Erişim Hakkı (dc.rights.access) | Open Access |
Telif Hakkı (dc.rights.holder) | Unless otherwise stated, copyrights belong to Yeditepe University. Usage permissions are specified in the Open Access System, and "InC-NC/1.0" and "by-nc-nd/4.0" are as stated. |
Telif Hakkı Url (dc.rights.uri) | http://creativecommons.org/licenses/by-nc-nd/4.0 |
Telif Hakkı Url (dc.rights.uri) | https://rightsstatements.org/page/InC-NC/1.0/?language=en |
Açıklama [Genel] (dc.description) | Final published version |
Açıklama [Not] (dc.description.note) | Note: This preprint reports new research that has not been certified by peer review and should not be used as established information without consulting multiple experts in the field. |
Tanım Koleksiyon Bilgisi (dc.description.collectioninformation) | This item is part of the preprint collection made available through Yeditepe University library. For your questions, our contact address is openaccess@yeditepe.edu.tr |
Yazar [KatkıdaBulunan] (dc.contributor.author) | Bağcı, Mahmut |
Yazar [KatkıdaBulunan] Kurum (dc.contributor.institution) | Yeditepe University Graduate School of Social Science |
Yazar [KatkıdaBulunan] Kurum (dc.contributor.institution) | Yeditepe University Graduate School of Social Science Master’s Program in Management Information Systems |
Yazar Katkı Sağlayan OrcID (dc.contributor.authorOrcid) | 0000-0001-6931-6837 |
Iňleýin Görnüşli Salgysy (dc.identifier.uri) | https://hdl.handle.net/20.500.11831/8239 |