Countering Android Malware: A Scalable Semi-Supervised Approach for Family-Signature Generation.
Andrea S. AtzeniFernando DiazAndrea MarcelliAntonio SánchezGiovanni SquilleroAlberto Paolo TondaPublished in: IEEE Access (2018)
Keyphrases
- mobile platform
- semi supervised
- mobile platforms
- mobile devices
- smart phones
- mobile applications
- semi supervised learning
- unlabeled data
- labeled data
- malware detection
- special case
- semi supervised classification
- pairwise
- neural network
- manifold learning
- reverse engineering
- multi view
- subspace learning
- highly scalable
- label propagation
- signature scheme
- generation process
- signature recognition
- detect malicious
- semi supervised clustering
- pairwise constraints
- unsupervised learning
- decision trees