Evaluating Convolutional Autoencoders for Anomaly Detection on Space-Filling Curve-Transformed Control Flow Data Article

Gangwani, Pranav, Perez-Pons, Alexander, Alvarez, Gabriel et al. (2026). Evaluating Convolutional Autoencoders for Anomaly Detection on Space-Filling Curve-Transformed Control Flow Data . IEEE ACCESS, 14 4292-4304. 10.1109/ACCESS.2026.3651178

cited authors

  • Gangwani, Pranav; Perez-Pons, Alexander; Alvarez, Gabriel; De La Cruz, Sebastian

authors

publication date

  • January 1, 2026

published in

keywords

  • Anomaly detection
  • Autoencoders
  • Computer Science
  • Computer Science, Information Systems
  • Convolutional neural networks
  • Deep learning
  • Electronic mail
  • Engineering
  • Engineering, Electrical & Electronic
  • Internet of Things
  • Machine learning
  • Malware
  • Microcontrollers
  • NETWORK
  • Pipelines
  • Science & Technology
  • Technology
  • Telecommunications
  • convolutional neural networks
  • microcontrollers
  • program control flow
  • space-filling curves

Digital Object Identifier (DOI)

publisher

  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

start page

  • 4292

end page

  • 4304

volume

  • 14