Visualization Of Class Activation Maps To Explain AI Classification Of Network Packet Captures.
Igor CherepanovAlex UlmerJonathan Geraldi JoewonoJörn KohlhammerPublished in: VizSec (2022)
Keyphrases
- class labels
- machine learning
- classification accuracy
- feature space
- artificial intelligence
- text classification
- pattern classification
- expert systems
- feature vectors
- wireless sensor networks
- support vector
- image classification
- multiclass classification
- internet traffic
- class specific
- multi class classification
- network model
- communication networks
- packet switching
- support vector machine svm
- network traffic
- network structure
- peer to peer
- learning algorithm
- computer networks
- training samples
- supervised learning
- multi class
- network resources
- feature extraction
- decision trees
- intermediate nodes
- network congestion
- ip traffic
- packet size