NetDiffusion: Network Data Augmentation Through Protocol-Constrained Traffic Generation

Xi Jiang, Shinan Liu, Aaron Gember-Jacobson +4

Datasets of labeled network traces are essential for a multitude of machine learning (ML) tasks in networking, yet their availability is hindered by privacy and maintenance concern…