| Reducing audio membership inference attack accuracy to chance: 4 defenses | Oct 31, 2019 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Quantifying (Hyper) Parameter Leakage in Machine Learning | Oct 31, 2019 | BIG-bench Machine LearningInference Attack | —Unverified | 0 |
| RIGA: Covert and Robust White-Box Watermarking of Deep Neural Networks | Oct 31, 2019 | Inference Attack | CodeCode Available | 0 |
| Eavesdrop the Composition Proportion of Training Labels in Federated Learning | Oct 14, 2019 | Federated LearningInference Attack | —Unverified | 0 |
| Adversarial Privacy Preservation under Attribute Inference Attack | Sep 25, 2019 | AttributeInference Attack | —Unverified | 0 |
| MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples | Sep 23, 2019 | Inference AttackMembership Inference Attack | CodeCode Available | 1 |
| Synthesis of Realistic ECG using Generative Adversarial Networks | Sep 19, 2019 | De-identificationInference Attack | CodeCode Available | 1 |
| Defending against Machine Learning based Inference Attacks via Adversarial Examples: Opportunities and Challenges | Sep 17, 2019 | BIG-bench Machine LearningInference Attack | —Unverified | 0 |
| GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models | Sep 9, 2019 | Dataset GenerationInference Attack | CodeCode Available | 0 |
| Trade-offs and Guarantees of Adversarial Representation Learning for Information Obfuscation | Jun 19, 2019 | AttributeInference Attack | —Unverified | 0 |
