Improving Malware Detection with Adversarial Domain Adaptation and Control Flow Graphs.
Adrian Shuai LiArun IyengarAshish KunduElisa BertinoPublished in: CoRR (2024)
Keyphrases
- domain adaptation
- malware detection
- flow graphs
- malicious executables
- cross domain
- multiple sources
- labeled data
- transfer learning
- target domain
- anomaly detection
- semi supervised learning
- semi supervised
- flow graph
- databases
- sentiment classification
- feature space
- unlabeled data
- pattern recognition
- multi view
- domain specific
- active learning
- object recognition
- reinforcement learning