Title :
A Novel Approach to Low Volume Generic Steganalysis
Author :
Arivazhagan, S. ; Jebarani, W. Sylvia Lilly ; Shanmugaraj, M.
Author_Institution :
Dept. of Electron. & Commun. Eng., Mepco Schlenk Eng. Coll., Sivakasi, India
Abstract :
Generic Steganalysis aims to detect the presence of covert communication by identifying the given test data as stego / cover media. Thresholded adjacent pixel differences using different scan paths have been used to highlight feeble embedding artifacts created out of a low rate embedding process. The scan paths normally made use of in the embedding process have been utilized for a steganalytic scheme. A co occurrence matrix derived from thresholded adjacent pixel differences serves as the feature vector aiding detection of stego images carrying very minimal payloads.
Keywords :
embedded systems; image coding; matrix algebra; steganography; embedding process; feature vector; image coding; low volume generic steganalysis; occurrence matrix; stego images; thresholded adjacent pixel; Feature extraction; Image color analysis; Markov processes; Media; Payloads; Training; Transform coding; Co-occurrence Matrix; Pixel Differences; Scan Path; Steganalysis; Threshold;
Conference_Titel :
Systems Engineering (ICSEng), 2011 21st International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4577-1078-0
DOI :
10.1109/ICSEng.2011.35