Transformer-based Sentiment Analysis for Anomaly Detection on Drone Forensic Timeline. - Swardiantara Silalahi; Tohari Ahmad; Hudan Studiawan (ISDFS, 2023)

Transformer-Based Named Entity Recognition on Drone Flight Logs to Support Forensic Investigation. - Swardiantara Silalahi; Tohari Ahmad; Hudan Studiawan (IEEE Access, 2023)

DFLER: Drone Flight Log Entity Recognizer to support forensic investigation on drone device. - Swardiantara Silalahi; Tohari Ahmad; Hudan Studiawan (Softw. Impacts, 2023)

Severity-Oriented Multiclass Drone Flight Logs Anomaly Detection. - Swardiantara Silalahi; Tohari Ahmad; Hudan Studiawan; Eirini Anthi; Lowri Williams (IEEE Access, 2024)

Interpretable Ordinal-Aware With Contrastive-Enhanced Anomaly Severity Detection on UAV Flight Log Messages. - Swardiantara Silalahi; Tohari Ahmad; Hudan Studiawan; Eirini Anthi; Lowri Williams (IEEE Access, 2025)