User-Based Sequential Modeling with Transformer Encoders for Insider Threat Detection

Mohamed Elbasheer, Adewale Akinfaderin

Insider threat detection presents unique challenges due to the authorized status of malicious actors and the subtlety of anomalous behaviors. Existing machine learning methods ofte…