Exploring Dataset Manipulation via Machine Learning for Botnet Traffic.
Rodrigo AbrantesPedro MestreAntónio CunhaPublished in: CENTERIS/ProjMAN/HCist (2021)
Keyphrases
- machine learning
- network traffic
- ddos attacks
- denial of service attacks
- decision trees
- benchmark datasets
- real time
- natural language processing
- traffic flow
- active learning
- inductive logic programming
- machine learning approaches
- pattern recognition
- reinforcement learning
- text mining
- traffic data
- learning algorithm
- machine learning methods
- peer to peer
- intrusion detection
- knowledge representation
- computer vision
- artificial intelligence
- data mining
- model selection
- feature set
- computational intelligence
- learning tasks
- support vector machine
- synthetic datasets
- feature selection
- explanation based learning
- traffic congestion
- traffic management