Objective Metrics and Gradient Descent Algorithms for Adversarial Examples in Machine Learning.
Uyeong JangXi WuSomesh JhaPublished in: ACSAC (2017)
Keyphrases
- machine learning
- machine learning algorithms
- learning algorithm
- significant improvement
- orders of magnitude
- machine learning methods
- computationally efficient
- active learning
- pattern recognition
- data mining algorithms
- computer vision
- evaluation metrics
- machine learning approaches
- knowledge discovery
- inductive logic programming
- learning models
- benchmark datasets
- optimization problems
- worst case
- data sets
- computational complexity
- data structure
- multi agent
- artificial intelligence
- data mining
- neural network