Implementation of ABC & WOA-Based Security Defense Mechanism for Distributed Denial of Service Attacks
Suman Devi, Yogesh Kumar Sharma, Senthil Athithan, Savya Sachi, Ajay Kumar Singh, Arpit Kumar Jain · 2023
Computer systems are vulnerable to information theft as a result of the extensive use of the internet, which has caused an increase in security defence mechanisms. In order to overcome these theft various approaches have been proposed like Machine Learning, Swarm Intelligent Algorithm, Bayesian-based algorithms etc. For choosing effective and efficacious features and improve the Security Defense Mechanism. In order to lessen Distributed Denial of Service (DDO) assaults, we suggested a novel hybrid classification approach in this study based on Artificial Bee Colony (ABC) and Whale Optimisation Algorithm (WOA). The results are compared with other algorithms. These algorithms have shown promising results.