This report contains real-world customer-validated case studies of insider threats, compromised devices, and compromised accounts detected by Netskope Advanced UEBA. Advanced UEBA automatically learns normal user behavior and scores users according to their risk, based on more than 50 machine learning models combined with advanced heuristics tuned specifically to identify insider threats, compromised devices, and compromised accounts. Advanced UEBA monitors all activities on the Netskope Intelligent Security Service Edge (SSE) platform, including Next Gen SWG, API CASB, Netskope Private Access, and Cloud Firewall. Advanced UEBA complements other security controls, including data loss prevention (DLP) policies and threat protection policies, to identify hidden threats that, while rare, can have significant impact if left undetected.