Afra Mashhadi

Analysing Fairness of Privacy-Utility Mobility Models

2023 · arXiv (Cornell University)

Preserving the individuals' privacy in sharing spatial-temporal datasets is critical to prevent re-identification attacks based on unique trajectories. Existing privacy techniques tend to propose ideal privacy-utility tradeoffs, however, largely ignore the fairness implications of mobility …