A Comparative Analysis of Machine Learning Techniques for Classification and Detection of Malware.
Maryam Al-JanabiAhmad Mousa AltamimiPublished in: ACIT (2020)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- classification accuracy
- classification scheme
- decision trees
- pattern recognition
- automatic classification
- support vector machine
- classification method
- automatic detection
- pattern classification
- anomaly detection
- detection accuracy
- machine learning approaches
- robust detection
- supervised learning
- classification systems
- false positives
- preprocessing
- digital mammograms
- cost sensitive
- spam detection
- feature selection
- classification algorithm
- svm classifier
- feature extraction
- image classification
- malicious executables
- feature space
- malware detection
- multiple classifier systems
- training set
- classification process
- knn
- text classification
- model selection
- detection method
- false alarms
- face detection
- cross validation