Title :
Research on the Large Scale Image Steganalysis Technology Based on Cloud Computing and BP Neutral Network
Author :
Zhonghua, Dai ; Qi, Xiong ; Yong, Peng ; Haihui, Gao
Author_Institution :
China Inf. Technol. Security Evaluation Center, Beijing, China
Abstract :
Steganalysis is the opposite art to steganography, whose goal is to detect whether or not the seemly innocent objects like image hiding message. With the explosive growth of the Internet information. Making real time image steganalysis online to detect the malicious use of multimedia documents for covert communication has become more and more difficult. Traditional research on image steganalysis mainly focus on how to improve the accuracy of Steganalysis, few of them pay much attention on the efficiency of the Image Steganalysis technology and the architecture optimizing for Steganalysis service providing. Regarding this problem, this paper proposed a Image Steganalysis Technique Based on Cloud Computing and BP Neutral Network, the structure and workflow of the system is introduced in detail. The result of simulation experiment proves that the import of cloud computing architecture can apparently improve the efficiency of image Steganalysis in the environment of internet and the accuracy of Steganalysis algorithm is acceptable instead of being greatly affected by system load.
Keywords :
backpropagation; cloud computing; image coding; multimedia computing; neural nets; real-time systems; steganography; BP neutral network; Internet information; cloud computing architecture; covert communication; image hiding message; image steganalysis technique; large scale image steganalysis technology; malicious use; multimedia documents; real time image steganalysis online; simulation experiment; steganalysis algorithm; steganalysis service; steganography; system load; system workflow; Accuracy; Classification algorithms; Cloud computing; Computer architecture; Feature extraction; Virtual machining; BP Neutral Network; Cloud Computing; Image Steganalysis;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2012 Eighth International Conference on
Conference_Location :
Piraeus
Print_ISBN :
978-1-4673-1741-2
DOI :
10.1109/IIH-MSP.2012.107