The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure.
Saeed MahloujifarDimitrios I. DiochnosMohammad MahmoodyPublished in: AAAI (2019)
Keyphrases
- countermeasures
- learning algorithm
- learning process
- learning systems
- digital image watermarking
- reinforcement learning
- supervised learning
- principal component analysis
- neural network
- learning problems
- knowledge acquisition
- information systems
- data sets
- online learning
- unsupervised learning
- computationally efficient
- dimensionality reduction
- learning tasks
- website
- learning scenarios
- elementary school