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A Zero Text Watermarking Algorithm based on the Probabilistic weights for Content Authentication of Text Documents

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IJCA Proceedings on National Conference on Recent Trends in Computing
© 2012 by IJCA Journal
NCRTC - Number 7
Year of Publication: 2012
Authors:
Fahd N. Al-wesabi
Adnan Z. Alshakaf
Kulkarni U. Vasantrao

Fahd N Al-wesabi, Adnan Z Alshakaf and Kulkarni U Vasantrao. Article: A Zero Text Watermarking Algorithm based on the Probabilistic weights for Content Authentication of Text Documents. IJCA Proceedings on National Conference on Recent Trends in Computing NCRTC(7):26-31, May 2012. Full text available. BibTeX

@article{key:article,
	author = {Fahd N. Al-wesabi and Adnan Z. Alshakaf and Kulkarni U. Vasantrao},
	title = {Article: A Zero Text Watermarking Algorithm based on the Probabilistic weights for Content Authentication of Text Documents},
	journal = {IJCA Proceedings on National Conference on Recent Trends in Computing},
	year = {2012},
	volume = {NCRTC},
	number = {7},
	pages = {26-31},
	month = {May},
	note = {Full text available}
}

Abstract

In the study of content authentication and tamper detection of digital text documents, a novel English text zero-watermarking approach based on probabilistic patterns proposed in this paper. Hidden Markov model was presented, and the core algorithm of the watermark generation and detection was designed in this paper. In the proposed approach, Hidden Markov model letter-level based of order one was constructed for text analysis and watermark generation based on interrelationship between contents of host text document by using the two-dimensional matrix coordinate of probabilistic weights of states and transitions. However, we can extracted this watermark later using extraction and detection algorithm to identify the status of text document such as authentic, tampered, etc. Furthermore, the effectiveness and feasibility of our proposed algorithm was proved with algorithm experiments and comparative with other recently approach under random insertion and deletion attacks in localized and dispersed form on 6 text datasets of varying length. Results showed that our proposed algorithm is more secure, had better robustness, and always detects tampering attacks occurred randomly on text even when the tampering volume is low or high.

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