SYSTEMS AND METHODS FOR ANOMALY DETECTION

Systems and methods for identifying anomalous interactions are disclosed. Interaction data representative of an interaction is received and the interaction is classified as one of an anomalous interaction or a benign interaction using an anomaly detection model. The anomaly detection model is config...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Chen, Hui-Min, Tang, Zhiping, Zhou, Jingru, Wang, Tzu-Yen
Format: Patent
Sprache:eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Systems and methods for identifying anomalous interactions are disclosed. Interaction data representative of an interaction is received and the interaction is classified as one of an anomalous interaction or a benign interaction using an anomaly detection model. The anomaly detection model is configured to identify a similarity between the interaction data and known benign interactions. An indication of authorization is generated based on the classification of the interaction. The indication of authorization authorizes the interaction when the anomaly detection model classifies the interaction as benign and the indication of authorization denies the interaction when the anomaly detection model classifies the interaction as anomalous.