Leveraging Oversampling Techniques in Machine Learning Models for Multi-class Malware Detection in Smart Home Applications.
Abdullahi ChowdhuryMohammad Manzurul IslamShahriar KaisarMahbub E. KhodaRanesh NahaMohammad Ali KhoshkholghiMahdi AiashPublished in: TrustCom (2023)
Keyphrases
- multi class
- smart home
- machine learning models
- malware detection
- machine learning algorithms
- spam filtering
- machine learning approaches
- activity recognition
- context aware
- anomaly detection
- support vector machine
- cost sensitive
- ambient intelligence
- pairwise
- machine learning
- class imbalance
- object detection
- predictive model
- human activities
- learning models
- intelligent systems
- embedded systems
- base classifiers
- artificial neural networks
- regression model
- computer systems
- markov random field
- decision trees