Defending Variational Autoencoders from Adversarial Attacks with MCMC.
Anna KuzinaMax WellingJakub M. TomczakPublished in: CoRR (2022)
Keyphrases
- ddos attacks
- denoising
- monte carlo
- markov chain monte carlo
- markov chain
- denial of service attacks
- countermeasures
- image segmentation
- multi agent
- watermarking scheme
- optical flow
- variational methods
- security threats
- bayesian inference
- malicious users
- malicious attacks
- posterior distribution
- generative model
- watermarking algorithm
- posterior probability
- security protocols
- particle filter
- security risks
- digital images
- image sequences
- neural network