diff --git a/Relevant-papers.md b/Relevant-papers.md index 89d49f0..a359540 100644 --- a/Relevant-papers.md +++ b/Relevant-papers.md @@ -43,6 +43,8 @@ Quantifying Membership Privacy via Information Leakage (2020): https://arxiv.org Measuring Data Leakage in Machine-Learning Models with Fisher Information (2021): https://arxiv.org/abs/2102.11673 +Using Rényi-divergence and Arimoto-Rényi Information to Quantify Membership Information Leakage (2021): https://ieeexplore.ieee.org/document/9400316 + Bounding Information Leakage in Machine Learning (2021): https://arxiv.org/pdf/2105.03875v1.pdf ## Differential privacy for ML models: