Regularization Helps with Mitigating Poisoning Attacks: Distributionally-Robust Machine Learning Using the Wasserstein Distance.
Farhad FarokhiPublished in: CoRR (2020)
Keyphrases
- machine learning
- robust optimization
- learning algorithm
- half quadratic
- image watermarking
- euclidean distance
- distance function
- machine learning algorithms
- pattern recognition
- computer vision
- natural language processing
- information extraction
- machine learning methods
- distance transform
- countermeasures
- pointwise
- robust statistics
- digital image watermarking
- distance measure
- watermarking technique
- reinforcement learning
- artificial intelligence
- rank minimization