Proposes a dual-layer approach combining DNA-indexed encryption and LSB steganography, suggesting improved data security.
Background: This paper proposes a practical dual-layer framework that combines dynamic DNA-indexed block substitution with a DNA-guided bidirectional LSB embedding to protect small secret payloads (text, small images, short audio) within cover images. Methods: A session-unique S-box is generated from a DNA subsequence and a cryptographically secure PRNG, producing per-session substitution and pixel transposition; the hiding stage embeds the resulting ciphertext using forward/backward indices (FIndex/LIndex) driven by nucleotide patterns (A, T, G, C). The system was implemented in C# (.NET 4.6.2) and evaluated on standard and medical image sets (cover sizes 256–1024) at payloads up to 0.25 bpp. Results: Results show strong encryption robustness (NPCR = 99.70%, UACI = 33.2%, entropy ≈ 7.98, adjacent-pixel correlation ≈ 0.015) and high stego imperceptibility (average PSNR ≈ 43.5 dB), while runtime remains practical (≈0.95 s to encrypt a 512×512 image; embedding ≈0.3 s). Comparisons against classical baselines (AES-128, 3DES, standard LSB) demonstrate comparable or improved diffusion and perceptual quality. We also present a security analysis, discuss limitations (computational cost, scalability, steganalysis coverage), and outline prioritized future work, including steganalysis testing, formal S-box analysis, optimization, and public code release to ensure reproducibility. Conclusion: The proposed approach offers a balanced trade-off between confidentiality and concealment for sensitive small payloads in realistic settings.
No takes yet. Share an insight, caveat, or question.
Abuoliem et al. (2025) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: