Title :
Steganalysis Based on Artificial Immune System
Author :
Wei, Dawei ; Zhang, Shishu
Author_Institution :
Zhengzhou Inf. Sci. & Technol. Inst., Zhengzhou, China
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;
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
DOI :
10.1109/MINES.2009.55
