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The New Jersey Institute of Technology's
Electronic Theses & Dissertations Project

Title: Review of steganalysis of digital images
Author: Pan, Xinlei
View Online: njit-etd2015-081
(xi, 97 pages ~ 2.7 MB pdf)
Department: Department of Electrical and Computer Engineering
Degree: Master of Science
Program: Electrical Engineering
Document Type: Thesis
Advisory Committee: Shi, Yun Q. (Committee chair)
Hou, Edwin (Committee member)
Yan, Diqun (Committee member)
Date: 2015-05
Keywords: Steganography
Steganalytic schemes
Availability: Unrestricted
Abstract:

Steganography is the science and art of embedding hidden messages into cover multimedia such as text, image, audio and video. Steganalysis is the counterpart of steganography, which wants to identify if there is data hidden inside a digital medium. In this study, some specific steganographic schemes such as HUGO and LSB are studied and the steganalytic schemes developed to steganalyze the hidden message are studied. Furthermore, some new approaches such as deep learning and game theory, which have seldom been utilized in steganalysis before, are studied. In the rest of thesis study some steganalytic schemes using textural features including the LDP and LTP have been implemented.


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