Detecting malicious PowerShell can be challenging, and it’s exponentially more so when PowerShell is being used by a seasoned state-sponsored actor committed to stealth and sophisticated implementations of techniques via an arsenal of custom malware. This talk will cover lessons learned from emulating the behaviors of APT29, also known as the Dukes or Cozy Bear, during our most recent round of ATT&CK™ Evaluations. This presentation will start by discussing the basics of ensuring you have visibility on PowerShell (are you collecting enough of the right data?) before diving into how to detect known Cozy Bear tradecraft as well as other related tricks employed by adversaries. This presentation will also discuss insights on PowerShell detections learned from ATT&CK Evaluations results as well as provide the audience with recommendations on choosing endpoint tools to help fill in PowerShell coverage.