SCME: A Self-Contrastive Method for Data-free and Query-Limited Model Extraction Attack.
Renyang LiuJinhong ZhangKwok-Yan LamJun ZhaoWei ZhouPublished in: CoRR (2023)
Keyphrases
- input data
- test data
- synthetic data
- prior knowledge
- database
- mathematical model
- prior information
- statistical methods
- statistical information
- data sources
- probabilistic model
- dimensional vector
- cost function
- probability distribution
- noisy data
- objective function
- missing data
- missing values
- experimental data
- statistical model
- database queries
- predictive model
- data sets
- similarity measure
- data analysis
- data structure
- prediction model
- em algorithm
- concept hierarchy
- network structure
- pairwise
- retrieval method
- data objects
- detection mechanism
- information retrieval
- regression analysis
- training data
- energy function
- relevance feedback
- data mining techniques
- parameter estimation
- tree structure
- clustering method