Extracting cyber threat intelligence from hacker forums: Support vector machines versus convolutional neural networks.
Isuf DeliuCarl LeichterKatrin FrankePublished in: IEEE BigData (2017)
Keyphrases
- convolutional neural networks
- support vector
- learning machines
- large margin classifiers
- human intelligence
- cyber crime
- convolutional network
- machine intelligence
- artificial intelligence
- crime investigation
- classification accuracy
- intelligent systems
- generalization ability
- information processing
- logistic regression
- maximum margin
- network security
- kernel function
- radial basis function
- loss function
- soft margin
- intelligent machines
- cross validation
- feature selection
- cyber security
- learning algorithm
- sir model
- feature space
- information technology
- law enforcement agencies
- web forums
- model selection
- multi class
- user generated content
- kernel methods