NMal-Droid: network-based android malware detection system using transfer learning and CNN-BiGRU ensemble.
Farhan UllahShamsher UllahGautam SrivastavaJerry Chun-Wei LinYue ZhaoPublished in: Wirel. Networks (2024)
Keyphrases
- malware detection
- transfer learning
- knowledge transfer
- malicious executables
- labeled data
- learning tasks
- anomaly detection
- reinforcement learning
- learning algorithm
- semi supervised learning
- active learning
- collaborative filtering
- cross domain
- machine learning
- training data
- text categorization
- application programming interface
- multi task
- manifold alignment
- neural network
- text classification
- domain adaptation
- transfer knowledge
- machine learning algorithms
- training set
- unlabeled data
- target domain
- transferring knowledge
- text mining
- supervised learning
- multi class