Deep Neural Network and Transfer Learning for Accurate Hardware-Based Zero-Day Malware Detection.
Zhangying HeAmin RezaeiHouman HomayounHossein SayadiPublished in: ACM Great Lakes Symposium on VLSI (2022)
Keyphrases
- transfer learning
- malware detection
- neural network
- learning tasks
- knowledge transfer
- cross domain
- machine learning
- reinforcement learning
- malicious executables
- transfer knowledge
- semi supervised learning
- collaborative filtering
- labeled data
- anomaly detection
- machine learning algorithms
- learning algorithm
- active learning
- text classification
- domain adaptation
- text categorization
- manifold alignment
- cross domain learning
- multi task
- unlabeled data
- pattern recognition
- transferring knowledge
- knowledge sharing
- intrusion detection
- knn
- feature selection
- information systems