Machine learning and artificial intelligence have become significant trends in cybersecurity. These technologies enable the analysis of large datasets to detect abnormal activities and automatically block threats. In addition to traditional security measures, AI-based solutions are being developed to respond to cyber attacks more rapidly and effectively. Cybersecurity experts believe that these technologies can provide better protection in complex threat environments. Therefore, companies and organizations are investing more in machine learning and AI-based security solutions.