Binary Peacock Algorithm: A Novel Metaheuristic Approach for Feature Selection

H Banati, R Sharma, A Yadav - Journal of Classification, 2024 - Springer
Binary metaheuristic algorithms prove to be invaluable for solving binary optimization
problems. This paper proposes a binary variant of the peacock algorithm (PA) for feature …

Improving the Performance of Firewalls through Network Traffics Logs' Classification of Firat Dataset Using Decision Tree Algorithm

M Talaeepoor, BS Neysiani… - 2024 10th International …, 2024 - ieeexplore.ieee.org
As long as a computer system is connected to the Internet, it is susceptible to attack as a
victim. In computer networks, it becomes important to manage the network based on …

Unlocking the Potential of Deep Neural Networks with Tuned Particle Swarm Optimization for Firewall Log Data Analysis: Empowering Network Security Insights

P Verma, SK Sahu - … ) on Smart Computing for Innovation and …, 2024 - ieeexplore.ieee.org
In today's world, it is vital and in trend to evaluate the firewall of computer networks and
control internet traffic based on the research findings. A firewall is an excellent tool that …