Can I read FlowGAN: Enhanced Synthetic NetFlow Generation on EtoBox?

FlowGAN: Enhanced Synthetic NetFlow Generation by Hll97 [FR] is a document available to read on EtoBox.

What is FlowGAN: Enhanced Synthetic NetFlow Generation about?

This document discusses FlowGAN, a method for generating synthetic network flow data using generative adversarial networks (GANs) to address the problem of modal collapse. FlowGAN applies manifold guided GANs (MGGAN) to mitigate modal collapse by generating data that more closely matches the statistical properties of real-world network traffic compared to other GAN-based approaches. The document introduces the problem of modal collapse in GANs for network flow generation and presents FlowGAN as a way to imp

Author

Hll97 [FR]

Language

EN