CRYPTO-STEG: A Hybrid Cryptology - Steganography Approach for Improved Data Security
Internet is a widely used medium for transfer of information due to its reach and ease of availability. However, internet is an insecure medium and any information might be easily intercepted and viewed during its transfer. Different mechanisms like cryptology and steganography are adopted to secu...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Mehran University of Engineering and Technology
2012-04-01
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| Series: | Mehran University Research Journal of Engineering and Technology |
| Subjects: | |
| Online Access: | http://publications.muet.edu.pk/research_papers/pdf/pdf625.pdf |
| _version_ | 1818878991217459200 |
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| author | Atif Bin Mansoor Zohaib Khan Shoab AhmedKhan |
| author_facet | Atif Bin Mansoor Zohaib Khan Shoab AhmedKhan |
| author_sort | Atif Bin Mansoor |
| collection | DOAJ |
| description | Internet is a widely used medium for transfer of information due to its reach and ease of availability.
However, internet is an insecure medium and any information might be easily intercepted and viewed
during its transfer. Different mechanisms like cryptology and steganography are adopted to secure the
data communication over an inherently insecure medium like internet. Cryptology scrambles the
information in a manner that an unintended recipient cannot easily extract the information, while
steganography hides the information in a cover object so that it is transferred unnoticed in the cover.
Encrypted data may not be extracted easily but causes a direct suspicion to any observer, while data hidden
using steganographic techniques go inconspicuous. Cryptanalysis is the process of attacking the
encrypted text to extract the information, while steganalysis is the process of detecting the disguised
messages. In literature, both cryptology and steganography are treated separately. In this paper, we
present our research on an improved data security paradigm, where data is first encrypted using AES
(Advanced Encryption Standard) and DES (Data Encryption Standard) cryptology algorithms. Both plain
and encrypted data is hidden in the images using Model Based and F5 steganographic techniques.
Features are extracted in DWT (Discrete Wavelet Transform) and DCT (Discrete Cosine Transform)
domains using higher order statistics for steganalysis, and subsequently used to train a FLD (Fisher
Linear Discriminant) classifier which is employed to categorize a separate set of images as clean or
stego (containing hidden messages). Experimental results demonstrate improved data security using
proposed CRYPTO-STEG approach compared to plain text steganography. Results also demonstrate that
the Model Based steganography is more secure than the F5 steganography. |
| first_indexed | 2024-12-19T14:22:58Z |
| format | Article |
| id | doaj.art-dcd9e166edf143c8b68f3b652e25ef7e |
| institution | Directory Open Access Journal |
| issn | 0254-7821 2413-7219 |
| language | English |
| last_indexed | 2024-12-19T14:22:58Z |
| publishDate | 2012-04-01 |
| publisher | Mehran University of Engineering and Technology |
| record_format | Article |
| series | Mehran University Research Journal of Engineering and Technology |
| spelling | doaj.art-dcd9e166edf143c8b68f3b652e25ef7e2022-12-21T20:17:44ZengMehran University of Engineering and TechnologyMehran University Research Journal of Engineering and Technology0254-78212413-72192012-04-01312219226625CRYPTO-STEG: A Hybrid Cryptology - Steganography Approach for Improved Data SecurityAtif Bin MansoorZohaib KhanShoab AhmedKhanInternet is a widely used medium for transfer of information due to its reach and ease of availability. However, internet is an insecure medium and any information might be easily intercepted and viewed during its transfer. Different mechanisms like cryptology and steganography are adopted to secure the data communication over an inherently insecure medium like internet. Cryptology scrambles the information in a manner that an unintended recipient cannot easily extract the information, while steganography hides the information in a cover object so that it is transferred unnoticed in the cover. Encrypted data may not be extracted easily but causes a direct suspicion to any observer, while data hidden using steganographic techniques go inconspicuous. Cryptanalysis is the process of attacking the encrypted text to extract the information, while steganalysis is the process of detecting the disguised messages. In literature, both cryptology and steganography are treated separately. In this paper, we present our research on an improved data security paradigm, where data is first encrypted using AES (Advanced Encryption Standard) and DES (Data Encryption Standard) cryptology algorithms. Both plain and encrypted data is hidden in the images using Model Based and F5 steganographic techniques. Features are extracted in DWT (Discrete Wavelet Transform) and DCT (Discrete Cosine Transform) domains using higher order statistics for steganalysis, and subsequently used to train a FLD (Fisher Linear Discriminant) classifier which is employed to categorize a separate set of images as clean or stego (containing hidden messages). Experimental results demonstrate improved data security using proposed CRYPTO-STEG approach compared to plain text steganography. Results also demonstrate that the Model Based steganography is more secure than the F5 steganography.http://publications.muet.edu.pk/research_papers/pdf/pdf625.pdfCryptologySteganographySteganalysisClassification |
| spellingShingle | Atif Bin Mansoor Zohaib Khan Shoab AhmedKhan CRYPTO-STEG: A Hybrid Cryptology - Steganography Approach for Improved Data Security Mehran University Research Journal of Engineering and Technology Cryptology Steganography Steganalysis Classification |
| title | CRYPTO-STEG: A Hybrid Cryptology - Steganography
Approach for Improved Data Security |
| title_full | CRYPTO-STEG: A Hybrid Cryptology - Steganography
Approach for Improved Data Security |
| title_fullStr | CRYPTO-STEG: A Hybrid Cryptology - Steganography
Approach for Improved Data Security |
| title_full_unstemmed | CRYPTO-STEG: A Hybrid Cryptology - Steganography
Approach for Improved Data Security |
| title_short | CRYPTO-STEG: A Hybrid Cryptology - Steganography
Approach for Improved Data Security |
| title_sort | crypto steg a hybrid cryptology steganography approach for improved data security |
| topic | Cryptology Steganography Steganalysis Classification |
| url | http://publications.muet.edu.pk/research_papers/pdf/pdf625.pdf |
| work_keys_str_mv | AT atifbinmansoor cryptostegahybridcryptologysteganographyapproachforimproveddatasecurity AT zohaibkhan cryptostegahybridcryptologysteganographyapproachforimproveddatasecurity AT shoabahmedkhan cryptostegahybridcryptologysteganographyapproachforimproveddatasecurity |