
The increasing sophistication of cyberattacks demands advanced defense strategies. One effective approach is integrating log correlation and timeline analysis with the cyber kill chain framework. This combination allows for a comprehensive understanding of attacks and enables proactive defense measures. Originally established by Lockheed Martin, the cyber kill chain breaks down cyberattacks into seven stages: reconnaissance, weaponization, delivery, exploitation, installation, command