An Adaptive Flow-based NIDS for Smart Home Networks Against Malware Behavior Using XGBoost combined with Rough Set Theory.
Nasser AlsabilahDanda B. RawatPublished in: IOTSMS (2023)
Keyphrases
- rough set theory
- smart home
- rough sets
- attribute reduction
- decision table
- activity recognition
- decision rules
- smart home environment
- data analysis
- context aware
- tool for data mining
- knowledge reduction
- management system
- granular computing
- social networks
- computer networks
- assisted living
- intelligent agents
- ambient intelligence
- knowledge discovery
- intelligent systems
- rule extraction
- intrusion detection system
- attribute set
- equivalence relation
- ubiquitous environments
- machine learning
- attribute reduction algorithm
- neural network
- data reduction
- artificial intelligence
- concept lattice
- network traffic
- decision trees
- training data
- pattern recognition
- learning algorithm
- information entropy
- rough sets theory
- information retrieval
- fuzzy sets
- computational intelligence