Additional Material

Reading

De Cristofaro, Emiliano. "A critical overview of privacy in machine learning". IEEE Security and Privacy, 2020.

Olvera-López, J. Arturo, J. Ariel Carrasco-Ochoa, J. Martínez-Trinidad, and Josef Kittler. "A review of instance selection methods." Artificial Intelligence Review, 2010.

Guidance on the AI auditing framework, Information Commissioner's Office

Tools

IBM AI privacy toolkit

sklearn