A taxonomy and survey of attacks against machine learning.
Nikolaos PitropakisEmmanouil PanaousisThanassis GiannetsosEleftherios AnastasiadisGeorge LoukasPublished in: Comput. Sci. Rev. (2019)
Keyphrases
- machine learning
- machine learning algorithms
- data mining
- explanation based learning
- artificial intelligence
- machine learning methods
- information extraction
- support vector machine
- computational intelligence
- countermeasures
- supervised learning
- learning algorithm
- decision trees
- learning systems
- network anomaly detection
- machine learning approaches
- text mining
- natural language processing
- computer science
- signal processing
- text classification
- knowledge acquisition
- unsupervised learning
- pattern recognition
- knowledge representation
- hierarchical structure
- neural network
- learning problems
- computer vision
- security threats
- malicious attacks