PDF Malware Detection: A Hybrid Approach Using Random Forest and K-Nearest Neighbors.
Bilal SowanNasim MatarFaisal AburubMohammed FashaMohammad Al KhaldyMuhmmad Islam NofalAmneh Al-JaberPublished in: ICCR (2024)
Keyphrases
- random forest
- malware detection
- k nearest neighbor
- knn
- probability density function
- nearest neighbor
- random forests
- anomaly detection
- malicious executables
- decision trees
- text categorization
- multi label
- feature set
- support vector machine svm
- support vector machine
- classification algorithm
- neural network
- ensemble methods
- knn classifier
- distance function
- feature selection
- base classifiers
- text classification
- image processing