Creating Proactive Cyber Threat Intelligence with Hacker Exploit Labels: A Deep Transfer Learning Approach.
Benjamin AmpelSagar SamtaniHongyi ZhuHsinchun ChenPublished in: MIS Q. (2024)
Keyphrases
- transfer learning
- labeled examples
- algorithmic information theory
- label information
- learning tasks
- cyber crime
- labeled data
- cross domain
- knowledge transfer
- reinforcement learning
- machine learning
- active learning
- semi supervised learning
- text categorization
- domain adaptation
- manifold alignment
- transfer knowledge
- machine learning algorithms
- multi label
- collaborative filtering
- target domain
- artificial intelligence
- multi task
- training data
- text classification
- training set
- network security
- multi task learning
- object recognition
- sentiment analysis
- neural network
- training examples
- transferring knowledge
- crime investigation
- class labels
- intrusion detection
- unlabeled data
- semi supervised
- pairwise
- data mining