Unsupervised GAN-Based Intrusion Detection System Using Temporal Convolutional Networks and Self-Attention.
Paulo Freitas de Araujo-FilhoMohamed NailiGeorges KaddoumEmmanuel Thepie FapiZhongwen ZhuPublished in: IEEE Trans. Netw. Serv. Manag. (2023)
Keyphrases
- intrusion detection system
- computer networks
- intrusion detection
- network security
- anomaly detection
- distributed intrusion detection
- network traffic
- network intrusion detection
- computer systems
- unsupervised learning
- semi supervised
- data processing
- network intrusion detection systems
- deep learning
- restricted boltzmann machine
- attack detection
- data sets
- network traffic data
- network attacks
- structuring elements
- databases
- attack scenarios
- unauthorized access
- data mining
- learning algorithm
- information security
- feature selection
- network structure
- feature extraction