Fortify Machine Learning Production Systems: Detect and Classify Adversarial Attacks.
Matthew CiolinoJosh KalinDavid NoeverPublished in: CoRR (2021)
Keyphrases
- production system
- machine learning
- multistage
- production process
- certainty factor
- production rules
- detect malicious
- detection algorithm
- markov decision
- learning algorithm
- network attacks
- detection method
- multiprocessor architecture
- expert systems
- decision trees
- machine learning methods
- normal traffic
- detecting malicious
- train a support vector machine
- control structure
- production line
- artificial intelligence
- countermeasures
- machine learning algorithms
- model selection
- automatic detection
- data mining
- network anomaly detection
- text classification
- knowledge base
- feature selection
- watermarking scheme
- misuse detection
- natural language processing
- knowledge representation
- reinforcement learning