One-class Collective Anomaly Detection based on Long Short-Term Memory Recurrent Neural Networks

no code implementations • 31 Jan 2018 • Nga Nguyen Thi, Van Loi Cao, Nhien-An Le-Khac

Instead of considering each time-step separately, the observation of prediction errors from a certain number of time-steps is now proposed as a new idea for detecting collective anomalies.

Anomaly Detection Intrusion Detection +2