AOMDroid: Detecting Obfuscation Variants of Android Malware Using Transfer Learning.
Yu JiangRuixuan LiJunwei TangAli DavanianHeng YinPublished in: SecureComm (2) (2020)
Keyphrases
- transfer learning
- malware detection
- learning tasks
- knowledge transfer
- reverse engineering
- cross domain
- reinforcement learning
- labeled data
- anomaly detection
- anti virus
- machine learning
- detect malicious
- transfer knowledge
- semi supervised learning
- multi task
- multi task learning
- text categorization
- active learning
- learning algorithm
- structure learning
- domain adaptation
- transferring knowledge
- manifold alignment
- neural network
- text classification
- text mining
- machine learning algorithms
- collaborative filtering
- control flow
- semi supervised
- static analysis
- detecting malicious
- unlabeled data
- structure and parameter learning