Adaptive Intrusion Detection Systems: Class Incremental Learning for IoT Emerging Threats.
Francesco CerasuoloGiampaolo BovenziChristian MarescalcoFrancesco CirilloDomenico CiuonzoAntonio PescapèPublished in: BigData (2023)
Keyphrases
- incremental learning
- intrusion detection system
- intrusion detection
- computer security
- cyber security
- cyber attacks
- denial of service attacks
- network security
- computer networks
- anomaly detection
- network intrusion detection
- network traffic
- security measures
- incremental learning algorithm
- attack scenarios
- fuzzy artmap
- computer systems
- alert correlation
- intrusion prevention
- network intrusion detection systems
- distributed intrusion detection
- countermeasures
- information security
- semi supervised
- data mining
- learning process
- real world
- data sets
- attack detection
- data streams
- misuse detection
- reinforcement learning