Adaptive Network Security through Stream Machine Learning.
Pavol MulinkaPedro CasasPublished in: SIGCOMM Posters and Demos (2018)
Keyphrases
- network security
- machine learning
- intrusion detection
- traffic analysis
- computer networks
- intrusion detection system
- security policies
- information security
- network traffic
- machine learning or data mining
- security protection
- computer security
- data streams
- sliding window
- risk assessment
- ip networks
- model selection
- security breaches
- network intrusion
- dos attacks
- databases
- data mining
- network administrators
- learning algorithm
- data analysis
- anomaly detection
- network monitoring
- machine learning and data mining
- situation assessment
- object recognition
- wired networks
- knowledge discovery
- unsupervised learning