Yi Yin

Pareto fronts for privacy-utility trade-offs in multi-query systems

2026 · European Journal of Operational Research

Multi-query systems have become a common paradigm for enabling flexible access to sensitive data. However, their openness introduces privacy risks, most especially from attribute inference attacks (AIAs), where adversaries infer sensitive attributes by analyzing strategically …