An ensemble deep neural network model was proposed to detect onion-routed traffic to improve cloud security. The model uses a combination of convolutional and recurrent neural networks along with transfer learning. It was able to detect Tor traffic with over 97% accuracy, outperforming existing methods. This helps cloud providers better monitor network traffic and identify potential threats.

1. An Ensemble Deep Neural Network
Model for Onion-Routed Traffic
Detection to Boost Cloud Security
Dr. Shamik Tiwari
Department of Virtualization, School of Computer Science, University of Petroleum and Energy Studies,
Dehradun, India

3. Tiwari, S. (2021). An Ensemble Deep Neural Network Model for Onion-
Routed Traffic Detection to Boost Cloud Security. International Journal
of Grid and High Performance Computing (IJGHPC), 13(1), 1-17.