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Fractal-Based Hybrid Cryptosystem: Enhancing Image Encryption with RSA, Homomorphic Encryption, and Chaotic Maps
Dani Elias Mfungo1, Xianping Fu1
1School of Information Science and Technology, Dalian Maritime University, Dalian 116026, China.
This study presents a novel fractal-based hybrid cryptosystem for secure digital image encryption. The method combines RSA, homomorphic encryption, chaotic maps, and Sierpinski triangles for robust data protection.
Area of Science:
- Computer Science
- Cryptography
- Information Security
Background:
- Digital data protection is critical in the digital age.
- Existing image encryption methods face challenges in security and efficiency.
- Novel approaches are needed to combat unauthorized access and malicious activities.
Purpose of the Study:
- To introduce a novel fractal-based hybrid cryptosystem for enhanced digital image encryption.
- To improve security, efficiency, and robustness against various attacks.
- To leverage the strengths of RSA, homomorphic encryption, chaotic maps, and fractal geometry.
Main Methods:
- Combining RSA algorithm, Paillier homomorphic encryption, sine and logistic chaotic maps, and Sierpinski triangle fractal.
- Generating secret keys from chaotic maps and fractal properties for image encryption.
- Utilizing fractal self-similarity and chaotic map randomness for an expanded key space and heightened sensitivity.
Main Results:
- The proposed cryptosystem demonstrates simplicity, efficiency, and robust security.
- Effective safeguarding against statistical, differential, and brute-force attacks.
- Experimental evaluations show superior performance compared to existing methods in security and efficiency.
Conclusions:
- The fractal-based hybrid cryptosystem offers a significant advancement in digital image encryption.
- The scheme provides a strong foundation for future research and optimization in secure image transmission.
- This approach enhances data protection and privacy in digital communication.
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