Sampling-based Pseudo-Likelihood for Membership Inference Attacks.
Masahiro KanekoYoumi MaYuki WataNaoaki OkazakiPublished in: CoRR (2024)
Keyphrases
- pseudo likelihood
- markov chain monte carlo
- markov networks
- probabilistic graphical models
- random fields
- bayes nets
- graphical models
- markov chain
- monte carlo
- log likelihood
- parameter estimation
- markov logic networks
- bayesian inference
- probabilistic model
- belief propagation
- generative model
- maximum likelihood
- markov random field
- posterior probability
- approximate inference
- first order logic
- markov blanket
- probabilistic inference
- posterior distribution
- conditional random fields
- particle filter
- bayesian networks
- maximum entropy
- hidden variables
- higher order