Steganography content detection by means of feedforward neural network. (1st January 2013)

• Record Type: Journal Article
• Authors: Oplatková, Zuzana Komínková; Hološka, Jiří; Šenkeřík, Roman
• Is Part Of: International journal of innovative computing and applications. Volume 5:Number 3(2013)
• Page Start: 184
• Page End: 190
• Publication Date: 2013-01-01
• Subjects: artificial neural networks -- ANNs -- detection -- steganalysis; Evolutionary computation -- Periodicals; Neural networks (Computer science) -- Periodicals; Genetic programming (Computer science) -- Periodicals; Biologically-inspired computing -- Periodicals; Swarm intelligence -- Periodicals; Quantum computers -- Periodicals; 006.3
• Languages: English
• ISSNs: 1751-648X

Abstract

This paper describes the technique for revealing of steganography content in images by means of feedforward neural network. The work is connected with cryptography for information encoding and additional method for information hiding, which is called steganography. The substance of the paper explains the principle of hidden information detection in images like JPEG format by means of feedforward neural network. The results show successful detection of four stego techniques by means of artificial neural network with one hidden layer.