This assignment explores cybersecurity threats facing modern enterprise networks. It focuses on using probabilistic attack graphs to assess the likelihood of attacks based on propagation paths. The analysis delves into various countermeasures, including host-based vulnerability scanning, firewalls, and intrusion prevention systems. The assignment also examines limitations of existing detection methods and proposes areas for future research, such as addressing the Conflicker attack and vulnerabilities arising from shared host IPs.