IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary.
Xiaoyu CaoJinyuan JiaNeil Zhenqiang GongPublished in: AsiaCCS (2021)
Keyphrases
- intellectual property
- neural network
- pattern recognition
- classification accuracy
- decision trees
- artificial neural networks
- machine learning
- multi layer perceptron
- training set
- feature vectors
- supervised learning
- image classification
- support vector machine svm
- classification algorithm
- feature extraction
- feature selection
- training process
- pattern classification
- patent search
- classification method
- class labels
- fuzzy logic
- neural networks and support vector machines
- clef ip
- patent information
- rule extraction
- classification scheme
- neural network model
- unsupervised learning
- case study
- information systems