Systematic Poisoning Attacks on and Defenses for Machine Learning in Healthcare.
Mehran Mozaffari KermaniSusmita Sur-KolayAnand RaghunathanNiraj K. JhaPublished in: IEEE J. Biomed. Health Informatics (2015)
Keyphrases
- machine learning
- machine learning systems
- denial of service attacks
- spam filters
- machine learning algorithms
- machine learning methods
- network anomaly detection
- denial of service
- learning algorithm
- decision trees
- dos attacks
- countermeasures
- supervised learning
- computer vision
- text mining
- computational intelligence
- malicious attacks
- computer science
- explanation based learning
- support vector machine
- inductive learning
- machine learning approaches
- learning tasks
- pattern recognition
- watermarking scheme
- statistical methods
- learning systems
- knowledge acquisition
- text classification
- information extraction
- data analysis
- spam filtering
- active learning
- model selection
- natural language processing