A graph-based framework for malicious software detection and classification utilizing temporal-graphs.
Helen-Maria DounaviAnna MpantiStavros D. NikolopoulosIosif PolenakisPublished in: J. Comput. Secur. (2021)
Keyphrases
- classification accuracy
- pattern recognition
- robust detection
- machine learning
- classification scheme
- detection method
- classification method
- feature extraction
- decision trees
- temporal information
- false alarms
- temporal data
- neyman pearson
- detection algorithm
- training samples
- spatio temporal
- classification algorithm
- neural network
- digital mammograms
- supervised learning
- user interface
- feature vectors
- graph databases
- feature selection
- moving objects
- multivariate temporal data
- classification models
- automatic detection
- directed graph
- spatial and temporal
- false positives
- class labels
- software systems
- computer systems
- image classification
- software development
- object detection