Your Model Trains on My Data? Protecting Intellectual Property of Training Data via Membership Fingerprint Authentication.
Gaoyang LiuTianlong XuXiaoqiang MaChen WangPublished in: IEEE Trans. Inf. Forensics Secur. (2022)
Keyphrases
- training data
- test data
- input data
- data sets
- prior knowledge
- experimental data
- data collection
- measured data
- probabilistic model
- data quality
- intellectual property
- data sources
- noisy data
- raw data
- probability distribution
- data analysis
- database
- classification models
- data points
- information systems
- network structure
- training examples
- training set
- training dataset