Tackling imbalanced data in cybersecurity with transfer learning: a case with ROP payload detection.
Haizhou WangAnoop SinghalPeng LiuPublished in: Cybersecur. (2023)
Keyphrases
- transfer learning
- imbalanced data
- learning tasks
- labeled data
- collaborative filtering
- reinforcement learning
- machine learning
- semi supervised learning
- text classification
- class distribution
- active learning
- multi task
- text categorization
- support vector machine
- machine learning algorithms
- class imbalance
- unlabeled data
- feature selection
- training examples
- decision trees
- sampling methods
- learning problems
- information retrieval
- data analysis
- data mining
- image classification
- supervised learning