Leveraging Image Representation of Network Traffic Data and Transfer Learning in Botnet Detection.
Shayan TaheriMilad SalemJiann-Shiun YuanPublished in: Big Data Cogn. Comput. (2018)
Keyphrases
- image representation
- transfer learning
- network traffic
- image classification
- multiscale
- learning tasks
- knowledge transfer
- network traffic data
- object recognition
- cross domain learning
- image features
- image content
- labeled data
- active learning
- machine learning
- anomaly detection
- image retrieval
- cross domain
- transfer knowledge
- reinforcement learning
- feature space
- visual words
- collaborative filtering
- machine learning algorithms
- network intrusion detection
- sparse coding
- intrusion detection
- text classification
- learning algorithm
- text mining
- video sequences
- supervised learning
- multi task
- computer vision
- unlabeled data
- target domain
- semi supervised learning
- action recognition
- traffic data
- dimensionality reduction
- data mining