Towards the Integration of a Post-Hoc Interpretation Step into the Machine Learning Workflow for IoT Botnet Detection.
Sven NommAlejandro Guerra-ManzanaresHayretdin BahsiPublished in: ICMLA (2019)
Keyphrases
- post hoc
- machine learning
- automatic detection
- management system
- data analysis
- object detection
- detection algorithm
- false alarms
- high level
- inductive learning
- peer to peer
- detection method
- image interpretation
- detection accuracy
- detection rate
- machine learning algorithms
- anomaly detection
- learning algorithm
- artificial intelligence
- feature selection
- data integration
- machine learning methods
- pattern recognition
- data flow
- business process
- petri net
- learning tasks
- knowledge representation
- computer science
- big data
- inductive logic programming
- information extraction
- computer vision
- computational intelligence
- workflow management systems
- post processing