DocumentCode
508841
Title
Steganalysis Based on Artificial Immune System
Author
Wei, Dawei ; Zhang, Shishu
Author_Institution
Zhengzhou Inf. Sci. & Technol. Inst., Zhengzhou, China
Volume
1
fYear
2009
fDate
18-20 Nov. 2009
Firstpage
505
Lastpage
509
Abstract
A new steganalysis method based on immune is proposed in this paper. By analyzing the theory of immune, the steganalysis based on Artificial Immune System is devised, described in detail and realized. The results of experiment show, the new method can detect the feature space parted by un-continuous boundaries, which is more effective than conventional classifiers such as FLD. Moreover, it´s an intelligent technique and able to sense some unknown steganographic algorithms.
Keywords
artificial immune systems; steganography; artificial immune system; conventional classifiers; feature space; intelligent technique; steganalysis; steganographic algorithm; uncontinuous boundaries; Artificial immune systems; Artificial intelligence; Cloning; Detectors; Evolution (biology); Feature extraction; Immune system; Kernel; Statistics; Steganography; Steganalysis; artificial immune system; clonal selection mechanism; immune memory mechanism; negative selection mechanism;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Information Networking and Security, 2009. MINES '09. International Conference on
Conference_Location
Hubei
Print_ISBN
978-0-7695-3843-3
Electronic_ISBN
978-1-4244-5068-8
Type
conf
DOI
10.1109/MINES.2009.55
Filename
5368009
Link To Document