Applying Hoeffding Tree Algorithms for Effective Stream Learning in IoT DDoS Detection.
João Gabriel Andrade de Araújo JosephikYaissa SiqueiraKétly Gonçalves MachadoRouto TeradaAldri Luiz dos SantosMichele NogueiraDaniel Macêdo BatistaPublished in: LATINCOM (2023)
Keyphrases
- learning algorithm
- learning systems
- learning process
- computationally efficient
- active learning
- highly efficient
- supervised learning
- automatic detection
- learning tasks
- mobile learning
- false positives
- benchmark datasets
- detection algorithm
- real time
- online learning
- computational complexity
- effective learning
- reinforcement learning
- theoretical analysis
- inductive inference
- statistical queries
- noise tolerant
- automatically learned
- detection rate
- learning problems
- learning activities
- management system
- data streams
- machine learning
- data mining
- neural network