NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification.
Julian BuschAnton KocheturovVolker TrespThomas SeidlPublished in: SSDBM (2021)
Keyphrases
- neural network
- malware detection
- pattern recognition
- flow graph
- feature selection
- flow graphs
- feature extraction
- random walk
- radial basis function network
- multi layer perceptron
- machine learning
- text classification
- fuzzy logic
- network structure
- supervised learning
- training set
- feature space
- malicious executables
- classification rules
- decision rules
- shortest path
- unsupervised learning
- model selection
- markov chain
- peer to peer
- knn
- training data
- decision trees
- data mining