COMPSCI 3DP3 - Data Privacy

3 unit(s)

Basics of data privacy, de-anonymization, membership and reconstruction attacks, differential privacy, privacy-preserving mechanisms, privacy-utility trade-offs and cost of privacy, adaptive data analysis
Three lectures; one tutorial (one hour); one term
Prerequisite(s): One of COMPSCI 2C03, SFWRENG 2C03, SFWRENG 2MD3, MECHTRON 2MD3; one of STATS 2D03, 3Y03, IBEHS 3S03, 4C03; one of MATH 1B03, 1ZC3; basic Python programming.
Offered on an irregular basis.