研究目的
To secure medical images by developing a cryptosystem based on diffusion and substitution processes, enhancing confidentiality, availability, reliability, and authentication.
研究成果
The proposed cryptosystem effectively secures medical images through a combination of diffusion, substitution, and steganography, demonstrating high security against common attacks. The method's efficiency and security are validated through various analyses, suggesting its suitability for medical image applications.
研究不足
The paper does not explicitly mention limitations, but potential areas for optimization could include the encryption speed for larger images and the robustness against more sophisticated attacks.
1:Experimental Design and Method Selection:
The methodology involves generating a 128-bit secret key from an image histogram, decomposing the image through a mixing process, dividing it into key-reliant blocks, and applying diffusion and substitution processes over five rounds. The secret key is then embedded into the encrypted image using steganography.
2:Sample Selection and Data Sources:
Medical DICOM images are used, focusing on their visual features for encryption.
3:List of Experimental Equipment and Materials:
Not explicitly mentioned.
4:Experimental Procedures and Operational Workflow:
The process includes key generation, mixing, block size decision based on session keys, diffusion via spiral path scrambling, substitution by altering pixel properties, and key embedding using DWT transform.
5:Data Analysis Methods:
Performance is analyzed through statistical analysis (histogram, entropy), correlation analysis, and key sensitivity analysis.
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