Adversarial Machine Learning Attacks on Multiclass Classification of IoT Network Traffic.
Vasileios PantelakisPanagiotis BountakasAristeidis FaraoChristos XenakisPublished in: ARES (2023)
Keyphrases
- network traffic
- multiclass classification
- machine learning
- network traffic data
- traffic analysis
- machine learning algorithms
- network intrusions
- multi class
- malicious traffic
- normal traffic
- malicious code
- intrusion detection
- binary classification
- intrusion detection system
- anomaly detection
- support vector machine
- network security
- traffic data
- learning problems
- machine learning methods
- decision trees
- internet traffic
- network intrusion detection
- learning algorithm
- feature selection
- binary classifiers
- cost sensitive
- pattern recognition
- cloud computing
- text mining
- traffic patterns
- semi supervised learning
- data analysis
- high dimensional
- support vector
- reinforcement learning
- image segmentation
- data processing
- learning tasks