Quarterly journal published in SPbPU
and edited by prof. Dmitry Zegzhda
Peter the Great St. Petersburg Polytechnic University
Institute of computer sciences and technologies
information security of computer systems
Information Security Problems. Computer Systems
Published since 1999.
ISSN 2071-8217
HIDING DATA IN AUDIO FILES USING COVERLESS STEGANOGRAPHY METHODS
N. A. Rochman1, A. I. Bezborodko1, E. B. Aleksandrova1
Annotation: The paper proposes a coverless steganographic approach for hiding data in audio files. It is based on an architecture that includes the generative neural network model RealNVP for processing streaming data and auxiliary encoding and decoding modules. Piano-jazz was chosen as a musical genre for generating audio files. The results of experimental studies have confirmed the effectiveness of using streaming neural networks for the tasks of coverless steganography in audio files.
Keywords: Steganography, coverless steganography, generative model, RealNVP model, audio file generation
Pages 145–155