SCME: A Self-contrastive Method for Data-Free and Query-Limited Model Extraction Attack.
Renyang LiuJinhong ZhangKwok-Yan LamJun ZhaoWei ZhouPublished in: ICONIP (5) (2023)
Keyphrases
- input data
- test data
- experimental data
- prior knowledge
- synthetic data
- data sets
- mathematical model
- statistical information
- statistical methods
- statistical model
- cost function
- data structure
- database
- objective function
- probabilistic model
- prior information
- em algorithm
- predictive model
- estimation process
- training data
- detection mechanism
- similarity measure
- data sources
- dimensional vector
- autoregressive
- data analysis
- database queries
- concept hierarchy
- retrieval method
- network structure
- noisy data
- query evaluation
- energy function
- parameter estimation
- support vector machine
- query processing
- range queries
- regression analysis
- clustering method
- response time
- relevance model
- learned models
- probability distribution