Learnability Lock: Authorized Learnability Control Through Adversarial Invertible Transformations.
Weiqi PengJinghui ChenPublished in: CoRR (2022)
Keyphrases
- finite automata
- boolean functions
- learning algorithm
- uniform distribution
- uniform convergence
- pac learnability
- pattern languages
- vapnik chervonenkis dimension
- control system
- inductive inference
- inductive logic programming
- dnf formulas
- pac learning
- concept class
- concurrency control
- linear separability
- equivalence queries
- positive data
- control method
- agnostic learning
- real valued functions
- sensitive data
- efficient learning
- real time
- data acquisition
- sufficient conditions
- active learning
- database systems
- neural network