Comparison of Machine Learning and Deep Learning Models for Network Intrusion Detection Systems.
Niraj ThapaZhipeng LiuDukka B. KCBalakrishna GokarajuKaushik RoyPublished in: Future Internet (2020)
Keyphrases
- learning models
- machine learning
- network intrusion detection systems
- learning tasks
- semi supervised learning
- learning algorithm
- machine learning algorithms
- learning problems
- learning paradigms
- machine learning models
- loss function
- intrusion detection system
- data mining
- intrusion detection
- natural language processing
- unlabeled data
- higher order
- network intrusion
- labeled data
- conditional random fields
- kernel methods
- supervised learning
- pairwise
- information retrieval
- training data
- decision trees
- feature selection