Malicious HTML File Prediction: A Detection and Classification Perspective with Noisy Data.
Samuel HessPratik SatamGregory DitzlerSalim HaririPublished in: AICCSA (2018)
Keyphrases
- noisy data
- high dimensionality
- pattern recognition
- high dimensional
- training data
- supervised learning
- support vector
- feature space
- classification accuracy
- prediction accuracy
- noise free
- classification algorithm
- missing data
- support vector machine
- feature extraction
- decision trees
- database
- malware detection
- digital mammograms
- class noise
- missing values
- false positives
- feature vectors
- training set
- feature selection
- machine learning
- anomaly detection
- classifier ensemble