IoT Multi-Vector Cyberattack Detection Based on Machine Learning Algorithms: Traffic Features Analysis, Experiments, and Efficiency.
Sergii LysenkoKira BobrovnikovaVyacheslav KharchenkoOleg SavenkoPublished in: Algorithms (2022)
Keyphrases
- machine learning algorithms
- input features
- benchmark data sets
- machine learning approaches
- machine learning models
- decision trees
- learning algorithm
- false positives
- machine learning
- feature vectors
- predictive accuracy
- learning models
- machine learning methods
- feature extraction
- object detection
- learning problems
- neural network
- random forests
- semi supervised
- data sets
- network traffic
- domain specific
- pairwise
- training data
- feature selection
- selected features
- data mining
- supervised learning algorithms
- statistical machine learning