A novel image encryption/decryption scheme based on chaotic neural networks
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Nooshin Bigdeli and Yousef Farid [125] presented image encryption based on a chaotic neuron layer (CNL) and a permutation neuron layer (PNL), which consists of a three-input, three-output CNN.
“Based on [124], Nooshin Bigdeli and Yousef Farid [125] presented image encryption based on a chaotic neuron layer (CNL) and a permutation neuron layer (PNL), which consists of a three-input (the value of RGB), three-output (encoded streams) CNN.”
From Chaos-Based Image Encryption: Review, Application, and Challenges (2023) · cites this paper as [125]
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“…streams) CNN. but it may be vulnerable to attack because of its constant weight and bias matrices Based on [124], Nooshin Bigdeli and Yousef Farid [125] presented image based on a chaotic neuron layer (CNL) and a permutation neuron layer ( Three chaotic systems are employed to generate the…”
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Shafique, I., Hussain, M. T., & Ullah, S. (2026) · Multimedia Tools and Applications · doi:10.1007/s11042-026-21875-6
- Authors
- Bigdeli, N., Farid, Y., & Afshar, K.
- Affiliations
- Imam Khomeini International University (IR)
- Corresponding author
- Farid, Yousef
- Venue
- Engineering Applications of Artificial Intelligence
- Publisher
- Elsevier BV
- Published
- 2012-06
- Volume
- 25
- Issue
- 4
- Pages
- 753-765
- ISSN
- 0952-1976 (ISSN-L)
- OpenAlex
- W2004177075
- Cited by
- 88
- References
- 28
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 8 · 2023: 6 · 2022: 8 · 2021: 6 · 2020: 7 · 2019: 3 · 2018: 7 · 2017: 2 · 2016: 8 · 2015: 12 · 2014: 7 · 2013: 5 · 2012: 2
- FWCI
- 8.57
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Engineering Applications of Artificial Intelligence (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Chaos-based Image/Signal Encryption
- Physical Sciences › Computer Science › Artificial Intelligence › Computer Science and Engineering
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Advanced Steganography and Watermarking Techniques
- Keywords
- image encryption, image decryption, chaotic neural networks, Chua system, Lorenz system, Lü system, authentication codes, key space analysis, brute-force attack resistance
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