Anomaly detection

Interpretable Ordinal-aware with Contrastive-enhanced Anomaly Severity Detection on UAV Flight Log Messages
This study proposes DroneLog, an interpretable framework for detecting anomalies and the severity levels on drone flight logs, using a …
Swardiantara Silalahi, Tohari Ahmad, Hudan Studiawan, Eirini Anthi, Lowri Williams
Jun 19, 2025
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Severity-oriented Multiclass Drone Flight Logs Anomaly Detection
The availability of log data recorded by computer-based systems such as operating system and network logs, makes it possible for the …
Swardiantara Silalahi, Tohari Ahmad, Hudan Studiawan, Eirini Anthi, Lowri Williams
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A supervised intrusion detection system for smart home IoT devices
The proliferation in Internet of Things (IoT) devices, which routinely collect sensitive information, is demonstrated by their …
Eirini Anthi, Lowri Williams, Małgorzata Słowińska, George Theodorakopoulos, Pete Burnap
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