| On the privacy-utility trade-off in differentially private hierarchical text classification | Mar 4, 2021 | General ClassificationInference Attack | CodeCode Available | 0 |
| PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting | Feb 19, 2021 | Collaborative Inferenceimage-classification | CodeCode Available | 0 |
| An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms | Jan 28, 2021 | De-identificationInference Attack | —Unverified | 0 |
| Investigating Membership Inference Attacks under Data Dependencies | Oct 23, 2020 | BIG-bench Machine LearningInference Attack | CodeCode Available | 0 |
| An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks | Sep 17, 2020 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Quantifying Membership Inference Vulnerability via Generalization Gap and Other Model Metrics | Sep 11, 2020 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Sampling Attacks: Amplification of Membership Inference Attacks by Repeated Queries | Sep 1, 2020 | BIG-bench Machine LearningInference Attack | —Unverified | 0 |
| Against Membership Inference Attack: Pruning is All You Need | Aug 28, 2020 | AllFraud Detection | —Unverified | 0 |
| ML Privacy Meter: Aiding Regulatory Compliance by Quantifying the Privacy Risks of Machine Learning | Jul 18, 2020 | BIG-bench Machine LearningInference Attack | —Unverified | 0 |
| Sharing Models or Coresets: A Study based on Membership Inference Attack | Jul 6, 2020 | Federated LearningInference Attack | —Unverified | 0 |
