| Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data | Jan 25, 2019 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Differentially Private Data Generative Models | Dec 6, 2018 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls | Nov 5, 2018 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| TrISec: Training Data-Unaware Imperceptible Security Attacks on Deep Neural Networks | Nov 2, 2018 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Machine Learning with Membership Privacy using Adversarial Regularization | Jul 16, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models | Jun 4, 2018 | BIG-bench Machine LearningInference Attack | CodeCode Available | 1 |
| Understanding Membership Inferences on Well-Generalized Learning Models | Feb 13, 2018 | BIG-bench Machine LearningInference Attack | CodeCode Available | 0 |
| Membership Inference Attacks against Machine Learning Models | Oct 18, 2016 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
