Steganalysis and payload estimation of embedding in pixel differences using neural networks

DOI10.1016/j.patcog.2009.06.006zbMath1187.68413OpenAlexW1980758497MaRDI QIDQ733208

Shadrokh Samavi, Mojtaba Mahdavi, Shahram Shirani, Vajiheh Sabeti

Publication date: 15 October 2009

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2009.06.006

zbMATH Keywords

artificial neural networksteganographysteganalysisperceptronspixel-value differencing

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Data encryption (aspects in computer science) (68P25)

Related Items (1)

Current status and key issues in image steganography: a survey

Cites Work

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• Image categorization: Graph edit distance \(+\) edge direction histogram
• A new approach to reliable detection of LSB steganography in natural images
• Signatures versus histograms: definitions, distances and algorithms
• Feature mining and pattern classification for steganalysis of LSB matching steganography in grayscale images
• A lossless data hiding scheme based on three-pixel block differences
• A steganographic method for images by pixel-value differencing

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