Mutual Information and Feature Importance Gradient Boosting: Automatic byte n-gram feature reranking for Android malware detection.
Mahmood Yousefi-AzarVijay VaradharajanLen HameyShiping ChenPublished in: Softw. Pract. Exp. (2021)
Keyphrases
- malware detection
- n gram
- feature importance
- mutual information
- gradient boosting
- feature selection
- random forest
- text classification
- language model
- anomaly detection
- bag of words
- semi supervised
- relevance feedback
- similarity measure
- loss function
- single feature
- information gain
- machine learning
- information retrieval
- web documents
- text categorization
- visual features
- natural language processing
- knn
- probabilistic model
- feature vectors