Pseudo-random number generator (PRNG) combined with text based watermarking for cryptography application / Lew Chee Hon

Text digital watermarking,which is an important research direction for information hiding, can be used for copyright protection of text documents. Digital text protection received increasing attention in the last decade due to massive digital data documents via internet, hence digital watermarking w...

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Main Author: Lew , Chee Hon
Format: Thesis
Published: 2017
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Online Access:http://studentsrepo.um.edu.my/11962/2/Lew_Chee_Hon.pdf
http://studentsrepo.um.edu.my/11962/1/Lew_Chee_Hon.pdf
http://studentsrepo.um.edu.my/11962/
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spelling my.um.stud.119622021-02-01T20:08:54Z Pseudo-random number generator (PRNG) combined with text based watermarking for cryptography application / Lew Chee Hon Lew , Chee Hon QA75 Electronic computers. Computer science QA76 Computer software Text digital watermarking,which is an important research direction for information hiding, can be used for copyright protection of text documents. Digital text protection received increasing attention in the last decade due to massive digital data documents via internet, hence digital watermarking was considered as a potential solution for solving cryptography problems since many E-commerce applications protect their data transactions through the internet. These transactions include sensitive document transfers, digital signature authentications, digital watermarking for data security protection, and digital data storage and linkages. This thesis proposed a digital text based watermarking algorithm combined with Pseudo-Random Number Generator(PRNG) for cryptography application. Related work was surveyed in digital watermarking, cryptography and design methodology before implementing the text based watermarking method (embedded and extract/detection of watermarks).The implementation results on text based digital watermarking combined with cryptographic techniques are presented. This thesis intends to provide a reference finding for newcomers in security designs and to promote more activities in these security issues. This experiment demonstrates that better accuracy of extracted watermark due to text based watermarking is obtained when combined with PRNG. The accuracy of the extracted watermark under text with PRNG exceeded 97%. The sentence selected for embedding watermarking bit are 85% higher in speed due to faster embedding watermarking bit string.The relation of information-hiding capacity is 1:5.5 which means that for every 5.5 terms of text, one bit of watermark can be hidden data. A comparison was made between a PRNG generator with the proposed RSA key generator and of text based watermarking in the proposed work. Therefore, security is improved as it is difficult to detect watermark (imperceptibility) when combined with the developed PRNG. 2017-11 Thesis NonPeerReviewed application/pdf http://studentsrepo.um.edu.my/11962/2/Lew_Chee_Hon.pdf application/pdf http://studentsrepo.um.edu.my/11962/1/Lew_Chee_Hon.pdf Lew , Chee Hon (2017) Pseudo-random number generator (PRNG) combined with text based watermarking for cryptography application / Lew Chee Hon. PhD thesis, University of Malaya. http://studentsrepo.um.edu.my/11962/
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Student Repository
url_provider http://studentsrepo.um.edu.my/
topic QA75 Electronic computers. Computer science
QA76 Computer software
spellingShingle QA75 Electronic computers. Computer science
QA76 Computer software
Lew , Chee Hon
Pseudo-random number generator (PRNG) combined with text based watermarking for cryptography application / Lew Chee Hon
description Text digital watermarking,which is an important research direction for information hiding, can be used for copyright protection of text documents. Digital text protection received increasing attention in the last decade due to massive digital data documents via internet, hence digital watermarking was considered as a potential solution for solving cryptography problems since many E-commerce applications protect their data transactions through the internet. These transactions include sensitive document transfers, digital signature authentications, digital watermarking for data security protection, and digital data storage and linkages. This thesis proposed a digital text based watermarking algorithm combined with Pseudo-Random Number Generator(PRNG) for cryptography application. Related work was surveyed in digital watermarking, cryptography and design methodology before implementing the text based watermarking method (embedded and extract/detection of watermarks).The implementation results on text based digital watermarking combined with cryptographic techniques are presented. This thesis intends to provide a reference finding for newcomers in security designs and to promote more activities in these security issues. This experiment demonstrates that better accuracy of extracted watermark due to text based watermarking is obtained when combined with PRNG. The accuracy of the extracted watermark under text with PRNG exceeded 97%. The sentence selected for embedding watermarking bit are 85% higher in speed due to faster embedding watermarking bit string.The relation of information-hiding capacity is 1:5.5 which means that for every 5.5 terms of text, one bit of watermark can be hidden data. A comparison was made between a PRNG generator with the proposed RSA key generator and of text based watermarking in the proposed work. Therefore, security is improved as it is difficult to detect watermark (imperceptibility) when combined with the developed PRNG.
format Thesis
author Lew , Chee Hon
author_facet Lew , Chee Hon
author_sort Lew , Chee Hon
title Pseudo-random number generator (PRNG) combined with text based watermarking for cryptography application / Lew Chee Hon
title_short Pseudo-random number generator (PRNG) combined with text based watermarking for cryptography application / Lew Chee Hon
title_full Pseudo-random number generator (PRNG) combined with text based watermarking for cryptography application / Lew Chee Hon
title_fullStr Pseudo-random number generator (PRNG) combined with text based watermarking for cryptography application / Lew Chee Hon
title_full_unstemmed Pseudo-random number generator (PRNG) combined with text based watermarking for cryptography application / Lew Chee Hon
title_sort pseudo-random number generator (prng) combined with text based watermarking for cryptography application / lew chee hon
publishDate 2017
url http://studentsrepo.um.edu.my/11962/2/Lew_Chee_Hon.pdf
http://studentsrepo.um.edu.my/11962/1/Lew_Chee_Hon.pdf
http://studentsrepo.um.edu.my/11962/
_version_ 1738506549999960064
score 13.160551