Counterstrike: Defending Deep Learning Architectures Against Adversarial Samples by Langevin Dynamics with Supervised Denoising Autoencoder.
Vignesh SrinivasanArturo MarbánKlaus-Robert MüllerWojciech SamekShinichi NakajimaPublished in: CoRR (2018)
Keyphrases
- deep learning
- restricted boltzmann machine
- denoising
- unsupervised learning
- weakly supervised
- unsupervised feature learning
- machine learning
- data sets
- semi supervised
- image processing
- supervised learning
- natural images
- training samples
- deep architectures
- training set
- superpixels
- mental models
- graphical models
- text classification
- training examples
- topic models
- decision trees