Siber Tehdit İstihbaratında Yapay Zeka ve Makine Öğrenmesi
Beyza ÖZDEMİR · DergiPark (Istanbul University) · 2024
Cyber threats are becoming increasingly sophisticated. Efforts by corporations that may be the target of these threats to carry out more effective defense increase the importance of cyber threat intelligence. Using traditional methods, cyber threat intelligence provides understanding of cyber threats and taking precautions against these threats. Studies are carried out to increase the efficiency and effectiveness of cyber threat intelligence with artificial intelligence and machine learning. These studies aim to help detect and make sense of threats more quickly and accurately by analyzing large amounts of data quickly and efficiently. Starting from this point, the study examines the benefits of artificial intelligence and machine learning in cyber threat intelligence and how they can be applied. Within the scope of the study, an explanation of how artificial intelligence and machine learning can be used at different stages of cyber threat intelligence and examples of successful defenses against attacks that have a worldwide impact with developed platforms are presented.