Discovering anomalous patterns based on parent-child process relationships
As antivirus and machine learning-based malware detection have increased their effectiveness in detecting file-based attacks, adversaries have migrated to “living off the land” techniques to bypass modern security software. This involves executing system tools preinstalled with the operating system or commonly brought in by administrators to perform tasks like automating IT administrative tasks, running scripts on a regular basis, executing code on remote systems, and much more.