Detecting Poisoning Attacks on Machine Learning in IoT Environments.
Nathalie BaracaldoBryant ChenHeiko LudwigJaehoon Amir SafaviRui ZhangPublished in: ICIOT (2018)
Keyphrases
- machine learning
- network intrusion detection systems
- machine learning methods
- management system
- machine learning algorithms
- detecting malicious
- information extraction
- decision trees
- data mining
- learning algorithm
- security problems
- text mining
- knowledge acquisition
- malicious attacks
- cloud computing
- computational intelligence
- reinforcement learning
- knowledge discovery
- countermeasures
- computer vision
- network anomaly detection
- learning methodologies
- computer science
- text classification
- smart home
- intrusion detection system
- dynamic environments
- support vector machine
- learning tasks
- pattern recognition
- active learning
- misuse detection
- detect malicious