Analysing Training-Data Leakage from Gradients through Linear Systems and Gradient Matching.
Cangxiong ChenNeill D. F. CampbellPublished in: CoRR (2022)
Keyphrases
- linear systems
- training data
- sufficient conditions
- dynamical systems
- linear equations
- gradient information
- image gradient
- decision trees
- gradient orientation
- coefficient matrix
- data sets
- sparse linear systems
- learning algorithm
- gradient vector
- neural network
- gradient field
- training set
- genetic algorithm
- machine learning
- pid controller
- control method
- particle swarm optimization