Rényi Differential Privacy for Heavy-Tailed SDEs via Fractional Poincaré Inequalities

Benjamin Dupuis, Mert Gürbüzbalaban, Umut Şimşekli +3

Characterizing the differential privacy (DP) of learning algorithms has become a major challenge in recent years. In parallel, many studies suggested investigating the behavior of…