LSTM-VAE for Temporal Anomaly Detection in Drone Trajectory Analysis: A Comparative Study for Critical Infrastructure Protection Article

Saripalli, Hari Hara Babu, Saripalli, Jyothsna Laxmi, Lagos, Leonel et al. (2026). LSTM-VAE for Temporal Anomaly Detection in Drone Trajectory Analysis: A Comparative Study for Critical Infrastructure Protection . Future Internet, 18(6), 10.3390/fi18060301

cited authors

  • Saripalli, Hari Hara Babu; Saripalli, Jyothsna Laxmi; Lagos, Leonel; Upadhyay, Himanshu

authors

publication date

  • June 3, 2026

published in

keywords

  • Computer Science
  • Computer Science, Information Systems
  • LSTM
  • Science & Technology
  • Technology
  • UAV threat detection
  • anomaly detection
  • critical infrastructure protection
  • deep learning
  • drone intrusion
  • nuclear facility security
  • time series analysis
  • trajectory analysis
  • variational autoencoder

Digital Object Identifier (DOI)

publisher

  • MDPI

volume

  • 18

issue

  • 6