Applying Artificial Intelligence Methods to Identify Selected Cybersecurity Problems in Computer Networks

The article presents the possibilities of using artificial intelligence to identify cybersecurity problems in computer networks. The research focused on developing advanced AI techniques to detect attacks quickly and accurately and respond in real-time. The tests included a detailed analysis of selected machine learning algorithms, neural networks, genetic algorithms, and behavioral analysis. The described methods were implemented and tested on a real dataset, evaluating their effectiveness, efficiency, and usability. The results will be used to develop optimal AI solutions for identifying cybersecurity problems.