A GPU-based machine learning approach for detection of botnet attacks.
Michal MotylinskiÁine MacDermottFarkhund IqbalBabar ShahPublished in: Comput. Secur. (2022)
Keyphrases
- machine learning
- distributed denial of service attacks
- denial of service attacks
- detection algorithm
- attack detection
- automatic detection
- object detection
- data mining
- pattern recognition
- computer vision
- ddos attacks
- information extraction
- decision trees
- detection method
- learning systems
- learning algorithm
- countermeasures
- feature selection
- machine learning methods
- knowledge acquisition
- anomaly detection
- detect malicious
- false alarms
- digital images
- reinforcement learning
- network anomaly detection
- network attacks
- computer science
- malicious attacks
- data analysis
- active learning
- real time
- peer to peer
- detection rate
- false positives
- machine learning algorithms