Effective intrusion detection system using concept drifting data stream and support vector machine.
Poleboina Venkata Naga RajeswariMogalla ShashiTiyyabindi Kameswara RaoMatta Rajya LakshmiLanka Venkateswara KiranPublished in: Concurr. Comput. Pract. Exp. (2022)
Keyphrases
- intrusion detection system
- data streams
- intrusion detection
- support vector machine
- mining concept drifting data streams
- network security
- mining data streams
- anomaly detection
- stream data
- streaming data
- sliding window
- support vector
- training data
- concept drift
- distributed intrusion detection
- change detection
- concept drifting
- network traffic
- data sets
- noisy data
- continuous queries
- classification algorithm
- non stationary
- multi class
- noisy data streams
- data model
- data mining