Optimizing intrusion detection systems using parallel metric learning.
M. SudhaV. Mahesh Kumar ReddyW. Deva PriyaShaik Mohammad RafiSharmila SubudhiS. JayachitraPublished in: Comput. Electr. Eng. (2023)
Keyphrases
- metric learning
- intrusion detection system
- intrusion detection
- distance metric
- network security
- anomaly detection
- computer networks
- distance metric learning
- semi supervised
- network traffic
- distance function
- pairwise
- distributed intrusion detection
- learning tasks
- multi task
- alert correlation
- mahalanobis metric
- dimensionality reduction
- feature space
- computer systems
- network intrusion detection systems
- intrusion prevention
- background knowledge
- data mining techniques
- cyber attacks
- data processing
- probabilistic model
- information retrieval
- euclidean distance
- databases
- semi supervised learning
- labeled data
- attack scenarios
- data analysis
- feature extraction