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Secure image encryption using a 4D chaotic system and Langton's ant cellular automaton.
1Department of Computer Science, Jazan University, Jazan, Saudi Arabia. halshehri@jazanu.edu.sa.
Scientific Reports
|November 25, 2025
Summary
We developed a novel image cipher using chaos theory and cellular automata for secure, efficient, and structure-adaptive multimedia transfer. This lossless method offers high resistance to attacks and noise, ensuring data integrity in high-rate transfers.
Area of Science:
- Computer Science
- Cryptography
- Information Security
Background:
- High-rate multimedia transfer demands lossless, efficient, and adaptive image ciphers.
- Traditional methods like block ciphers and ad hoc chaos-based systems have limitations in handling spatial image data and security mechanisms.
Purpose of the Study:
- To present a novel keyed image cipher addressing the limitations of existing methods.
- To integrate a four-dimensional (4D) chaotic driver with a rule-adaptive Langton's Ant cellular automaton for enhanced image encryption.
Main Methods:
- The cipher employs pixel permutation, mutually inverse decimal diffusions with cross-channel feedback, and a unique symbolic diffusion stage.
- Symbolic diffusion encodes bytes into Ant symbols using keystream- and rule-dependent operators, featuring provable bijectivity and an explicit inverse.
Main Results:
- The cipher passed NIST SP 800-22 statistical tests, demonstrating high performance in terms of NPCR, UACI, and Shannon entropy.
- It exhibits negligible adjacent-pixel correlations, high key sensitivity, and robustness against 20% noise and occlusion.
- The large key space (~2^128) provides strong resistance to brute-force attacks.
Conclusions:
- The proposed image cipher is lossless, computationally efficient, and structure-adaptive, suitable for high-rate multimedia transfer.
- Its novel integration of chaotic dynamics and cellular automata offers provable security properties and practical performance advantages.
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