Chaos-based Key Generator using Artificial Neural Networks Models

• Published in: 2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) pp. 1 - 5
• Main Authors: Kadir, Amina, Azzaz, Mohamed Salah, Kaibou, Redouane
• Format: Conference Proceeding
• Language: English
• Published: IEEE 06.03.2023
• Subjects: ANN; Artificial neural networks; Chaotic communication; Chaotic systems; cryptography; Deep learning; Generators; key generation; Logic gates; Multilayer perceptrons; Predictive models; Time series analysis

Because of the growing number of attacks on existing systems, it is crucial to design new cryptographic techniques to ensure confidentiality. Although, the chaotic systems and deep learning methods have been proven to be effective in cryptography because of the nonlinearity and the high degree of ra...