BehaviorGuard: A Host-Based Behavioral Ransomware Detection and Automated Containment System Using Wazuh SIEM and Microsoft Sysmon
Ransomware remains one of the most disruptive cyber threats facing organizations globally. Modern families including LockBit 3.0, ALPHV/BlackCat, Akira, and Cl0p employ polymorphic code, fileless execution, and living-off-the-land (LOLBin) techniques that defeat traditional signature-based defenses. BehaviorGuard is an...