Deep learning-based feature extraction and optimizing pattern matching for intrusion detection using finite state machine.
Junaid Shabbir AbbasiFaisal BashirKashif Naseer QureshiMuhammad Najam-ul-IslamGwanggil JeonPublished in: Comput. Electr. Eng. (2021)
Keyphrases
- pattern matching
- intrusion detection
- deep learning
- finite state machines
- feature extraction
- regular expressions
- intrusion detection system
- anomaly detection
- unsupervised learning
- network security
- network traffic
- model checking
- machine learning
- feature vectors
- dimensionality reduction
- mental models
- pattern recognition
- weakly supervised
- pattern matching algorithm
- data mining
- image processing
- feature selection
- principal component analysis
- face recognition
- hidden markov models
- feature space
- database
- approximate pattern matching
- data mining techniques
- object recognition