A Network Traffic Anomaly Detection Method Based on Shapelet and KNN.
Si YuXin XieZhao LiWenbing ZhenTijian CaiPublished in: AIS&P (1) (2023)
Keyphrases
- detection method
- network traffic
- knn
- k nearest neighbor
- nearest neighbor algorithm
- anomaly detection
- intrusion detection
- nearest neighbor
- face detection
- knn algorithm
- k nearest neighbour
- network intrusion detection
- detection algorithm
- feature detection
- distance function
- text classification
- feature selection
- classification algorithm
- neural network
- range queries
- intrusion detection system
- traffic data
- detect anomalies
- unsupervised learning
- knn classifier
- non stationary
- markov random field
- data analysis
- data sets
- knn classification