UnSplit: Data-Oblivious Model Inversion, Model Stealing, and Label Inference Attacks Against Split Learning.
Ege ErdoganAlptekin KüpçüA. Ercüment ÇiçekPublished in: IACR Cryptol. ePrint Arch. (2021)
Keyphrases
- experimental data
- prior knowledge
- statistical model
- similarity measure
- training data
- hidden variables
- data analysis
- feature space
- probability distribution
- computational model
- image data
- simulation data
- measured data
- learning models
- conceptual model
- background knowledge
- data processing
- input data
- data mining techniques
- neural network
- probabilistic model
- hidden markov models
- objective function
- reinforcement learning
- high level