Towards achieving lightweight intrusion detection systems in Internet of Things, the role of incremental machine learning: A systematic literature review.
Promise Ricardo AgbedanuRichard MusabeJames RwigemaIgnace GatareTheofrida Julius MagingaDestiny Kwabla AmenyedziPublished in: F1000Research (2022)
Keyphrases
- lightweight
- literature review
- intrusion detection system
- machine learning
- intrusion detection
- network security
- computer networks
- anomaly detection
- case study
- network traffic
- network intrusion detection
- computer security
- distributed intrusion detection
- cyber attacks
- attack detection
- computer systems
- mobile devices
- intrusion prevention
- learning algorithm
- wireless sensor networks
- data mining
- cyber security
- dos attacks
- misuse detection
- alert correlation
- knowledge discovery
- feature selection
- data mining techniques
- development environments
- malicious activities
- information systems
- network intrusion detection systems
- data analysis
- low cost