Experimental Evaluation of an Elliptical Curve Cryptographic Model Based Data Security Over Communication Channels Using Cybersecurity Logics

In light of the escalating cybersecurity challenges, we propose a comprehensive approach to evaluating the effectiveness of an Elliptic Curve Cryptographic (ECC) model in enhancing data security over communication channels. Our hybrid model integrates ECC with advanced cybersecurity logics to provide multi-layered defense against cyber threats. The methodology involves several key steps. Firstly, optimal ECC parameters are selected through a hybrid approach that combines genetic algorithms and statistical analysis, ensuring robustness and efficiency in parameter selection. Subsequently, secure keys are generated using ECC-specific algorithms and random number generation techniques, guaranteeing the confidentiality and integrity of cryptographic keys. Lastly, a hybrid encryption process is implemented, combining ECC with symmetric key cryptography to optimize efficiency while maintaining high levels of security. Through this comprehensive approach, we aim to provide a thorough evaluation of the ECC model's effectiveness in securing communication channels against a variety of cyber threats.