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A Wavelet-Based Steganographic Method for Text Hiding in an Audio Signal
Olga Veselska1, Oleksandr Lavrynenko2, Roman Odarchenko2
1Department of Computer Science and Automatics, University of Bielsko-Biala, 43-309 Bielsko-Biala, Poland.
This study enhances audio steganography by embedding text in low-frequency components using wavelet transforms. The new method significantly improves robustness against signal compression, ensuring data integrity.
Area of Science:
- Digital Signal Processing
- Information Security
- Steganography
Background:
- Steganography faces challenges from signal manipulation.
- Existing methods embedding data in high-frequency components are vulnerable to compression.
- Robustness against audio signal manipulation is crucial for secure data hiding.
Purpose of the Study:
- To develop a more robust steganographic method for audio signals.
- To increase the resilience of stego-systems against signal compression and distortion.
- To preserve the integrity of hidden text information despite unauthorized manipulations.
Main Methods:
- Utilizing a multilevel discrete wavelet transform.
- Employing adaptive block normalization for text information.
- Implementing recursive embedding in the low-frequency component of audio signals.
- Applying scalar product with Daubechies wavelet filters.
Main Results:
- The developed method recursively embeds data in the low-frequency component.
- Experimental results show a significant increase in the average power of hidden data.
- Achieved a compression ratio (CR) of 20, compared to 6 for existing high-frequency methods.
- Demonstrated a 3.3 times increase in stego-system resistance to audio signal compression.
Conclusions:
- Recursive embedding in the low-frequency component enhances data hiding robustness.
- The proposed wavelet-based steganography method offers superior resistance to signal compression.
- This technique effectively preserves text information integrity in manipulated audio signals.
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