Incorporating unsupervised learning into intrusion detection for wireless sensor networks with structural co-evolvability.
Hongchun QuZeliang QiuXiaoming TangMin XiangPing WangPublished in: Appl. Soft Comput. (2018)
Keyphrases
- intrusion detection
- unsupervised learning
- wireless sensor networks
- anomaly detection
- intrusion detection system
- network intrusion detection
- network traffic
- network security
- high detection rate
- supervised learning
- semi supervised
- detecting anomalous
- energy consumption
- data mining
- network intrusion
- computer security
- machine learning
- text classification
- sensor networks
- artificial immune
- expectation maximization
- data mining techniques
- normal behavior
- false positives and false negatives
- databases
- model selection
- information security
- information retrieval
- computer vision
- clustering algorithm
- alert correlation
- pairwise
- network intrusions
- intrusion prevention