Upsampling Aggregated Network Traffic Data with Denoising Diffusion Probabilistic Models.
Nicolas DupuisAxel Van DammePhilippe DierickxOlivier DelabyPublished in: NOMS (2024)
Keyphrases
- denoising
- probabilistic model
- network traffic data
- nonlinear diffusion
- diffusion processes
- network traffic
- network intrusion detection
- intrusion detection
- image denoising
- intrusion detection system
- graphical models
- image processing
- network monitoring
- traffic data
- total variation
- diffusion process
- anisotropic diffusion
- expectation maximization
- bayesian networks
- anomaly detection
- network management
- diffusion equation
- network security
- partial differential equations