| Property Inference Attacks Against GANs | Nov 15, 2021 | AttributeFairness | CodeCode Available | 0 |
| Knowledge Cross-Distillation for Membership Privacy | Nov 2, 2021 | Inference AttackKnowledge Distillation | —Unverified | 0 |
| Efficient passive membership inference attack in federated learning | Oct 31, 2021 | Federated LearningInference Attack | CodeCode Available | 1 |
| Adapting Membership Inference Attacks to GNN for Graph Classification: Approaches and Implications | Oct 17, 2021 | Graph ClassificationInference Attack | CodeCode Available | 1 |
| Membership Inference Attack in Face of Data Transformations | Sep 29, 2021 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| MixNN: Protection of Federated Learning Against Inference Attacks by Mixing Neural Network Layers | Sep 26, 2021 | AttributeFederated Learning | —Unverified | 0 |
| Source Inference Attacks in Federated Learning | Sep 13, 2021 | Federated LearningInference Attack | CodeCode Available | 1 |
| Formalizing and Estimating Distribution Inference Risks | Sep 13, 2021 | Inference Attack | CodeCode Available | 0 |
| Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning | Sep 8, 2021 | Adversarial Attackcontinuous-control | —Unverified | 0 |
| Membership Inference Attacks on Lottery Ticket Networks | Aug 7, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning | Jul 22, 2021 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Membership Inference on Word Embedding and Beyond | Jun 21, 2021 | Inference AttackLanguage Modelling | —Unverified | 0 |
| Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective | Jun 19, 2021 | Federated LearningInference Attack | CodeCode Available | 1 |
| Privacy-Preserving Eye-tracking Using Deep Learning | Jun 17, 2021 | Activity RecognitionDeep Learning | —Unverified | 0 |
| Killing One Bird with Two Stones: Model Extraction and Attribute Inference Attacks against BERT-based APIs | May 23, 2021 | AttributeInference Attack | —Unverified | 0 |
| Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective | May 12, 2021 | Ensemble LearningInference Attack | CodeCode Available | 0 |
| Bounding Information Leakage in Machine Learning | May 9, 2021 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Membership Inference Attack Susceptibility of Clinical Language Models | Apr 16, 2021 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Membership Inference Attacks on Knowledge Graphs | Apr 16, 2021 | Graph EmbeddingInference Attack | —Unverified | 0 |
| See through Gradients: Image Batch Recovery via GradInversion | Apr 15, 2021 | Federated LearningInference Attack | —Unverified | 0 |
| Membership Inference Attacks on Machine Learning: A Survey | Mar 14, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models | Mar 12, 2021 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Quantifying identifiability to choose and audit ε in differentially private deep learning | Mar 4, 2021 | BIG-bench Machine LearningInference Attack | CodeCode Available | 0 |
| 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 |
