| User Consented Federated Recommender System Against Personalized Attribute Inference Attack | Dec 23, 2023 | AttributeFederated Learning | CodeCode Available | 0 |
| Adaptive Domain Inference Attack with Concept Hierarchy | Dec 22, 2023 | Inference Attack | —Unverified | 0 |
| Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding | Dec 19, 2023 | Graph EmbeddingInductive Bias | —Unverified | 0 |
| Low-Cost High-Power Membership Inference Attacks | Dec 6, 2023 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| DUCK: Distance-based Unlearning via Centroid Kinematics | Dec 4, 2023 | Inference AttackMachine Unlearning | CodeCode Available | 0 |
| Privacy and Accuracy Implications of Model Complexity and Integration in Heterogeneous Federated Learning | Nov 29, 2023 | Federated LearningInference Attack | CodeCode Available | 0 |
| MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning | Nov 28, 2023 | Federated LearningInference Attack | CodeCode Available | 0 |
| Are Normalizing Flows the Key to Unlocking the Exponential Mechanism? | Nov 15, 2023 | Bayesian InferenceInference Attack | CodeCode Available | 0 |
| Practical Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration | Nov 10, 2023 | Inference AttackMembership Inference Attack | CodeCode Available | 2 |
| Preserving Privacy in GANs Against Membership Inference Attack | Nov 6, 2023 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models | Oct 30, 2023 | AllInference Attack | CodeCode Available | 0 |
| Black-Box Training Data Identification in GANs via Detector Networks | Oct 18, 2023 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| A Comprehensive Study of Privacy Risks in Curriculum Learning | Oct 16, 2023 | AttributeInference Attack | —Unverified | 0 |
| No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML | Oct 11, 2023 | GPUInference Attack | CodeCode Available | 1 |
| SLMIA-SR: Speaker-Level Membership Inference Attacks against Speaker Recognition Systems | Sep 14, 2023 | Feature EngineeringInference Attack | CodeCode Available | 0 |
| A Probabilistic Fluctuation based Membership Inference Attack for Diffusion Models | Aug 23, 2023 | Inference AttackMembership Inference Attack | CodeCode Available | 0 |
| VertexSerum: Poisoning Graph Neural Networks for Link Inference | Aug 2, 2023 | Fraud DetectionInference Attack | —Unverified | 0 |
| Epsilon*: Privacy Metric for Machine Learning Models | Jul 21, 2023 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Eliminating Label Leakage in Tree-Based Vertical Federated Learning | Jul 19, 2023 | Federated LearningInference Attack | —Unverified | 0 |
| Membership Inference Attacks on DNNs using Adversarial Perturbations | Jul 11, 2023 | Inference AttackMembership Inference Attack | CodeCode Available | 0 |
| Set-Membership Inference Attacks using Data Watermarking | Jun 22, 2023 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Towards More Realistic Membership Inference Attacks on Large Diffusion Models | Jun 22, 2023 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Inferring Communities of Interest in Collaborative Learning-based Recommender Systems | Jun 15, 2023 | Community DetectionFederated Learning | —Unverified | 0 |
| Gaussian Membership Inference Privacy | Jun 12, 2023 | Inference AttackMembership Inference Attack | CodeCode Available | 1 |
| Membership inference attack with relative decision boundary distance | Jun 7, 2023 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Does Black-box Attribute Inference Attacks on Graph Neural Networks Constitute Privacy Risk? | Jun 1, 2023 | AttributeInference Attack | —Unverified | 0 |
| An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization | May 26, 2023 | Audio GenerationInference Attack | CodeCode Available | 1 |
| Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models | May 24, 2023 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| RecUP-FL: Reconciling Utility and Privacy in Federated Learning via User-configurable Privacy Defense | Apr 11, 2023 | Adversarial AttackAttribute | —Unverified | 0 |
| Do Backdoors Assist Membership Inference Attacks? | Mar 22, 2023 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute Manipulations | Mar 16, 2023 | AttributeFace Recognition | CodeCode Available | 0 |
| Membership Inference Attack for Beluga Whales Discrimination | Feb 28, 2023 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Active Membership Inference Attack under Local Differential Privacy in Federated Learning | Feb 24, 2023 | Federated LearningInference Attack | CodeCode Available | 1 |
| Towards Unbounded Machine Unlearning | Feb 20, 2023 | Inference AttackMachine Unlearning | CodeCode Available | 1 |
| Targeted Attack on GPT-Neo for the SATML Language Model Data Extraction Challenge | Feb 13, 2023 | Inference AttackLanguage Modeling | —Unverified | 0 |
| Privacy Against Agnostic Inference Attacks in Vertical Federated Learning | Feb 10, 2023 | Federated LearningInference Attack | —Unverified | 0 |
| Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes | Feb 9, 2023 | Graph ReconstructionInference Attack | —Unverified | 0 |
| Membership Inference Attacks against Diffusion Models | Feb 7, 2023 | Generative Adversarial NetworkInference Attack | CodeCode Available | 1 |
| AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Interpretable Models | Feb 4, 2023 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Privacy Risk for anisotropic Langevin dynamics using relative entropy bounds | Feb 1, 2023 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Interaction-level Membership Inference Attack Against Federated Recommender Systems | Jan 26, 2023 | AttributeFederated Learning | —Unverified | 0 |
| A Linear Reconstruction Approach for Attribute Inference Attacks against Synthetic Data | Jan 24, 2023 | AttributeInference Attack | CodeCode Available | 0 |
| Label Inference Attack against Split Learning under Regression Setting | Jan 18, 2023 | Federated LearningInference Attack | CodeCode Available | 0 |
| Ranking Differential Privacy | Jan 2, 2023 | Inference Attack | —Unverified | 0 |
| GAN-based Domain Inference Attack | Dec 22, 2022 | Generative Adversarial NetworkInference Attack | —Unverified | 0 |
| White-box Inference Attacks against Centralized Machine Learning and Federated Learning | Dec 15, 2022 | Federated LearningInference Attack | —Unverified | 0 |
| Holistic risk assessment of inference attacks in machine learning | Dec 15, 2022 | AttributeInference Attack | —Unverified | 0 |
| Dissecting Distribution Inference | Dec 15, 2022 | Inference Attack | CodeCode Available | 0 |
| Privacy-Preserving Collaborative Learning through Feature Extraction | Dec 13, 2022 | Fraud DetectionInference Attack | —Unverified | 0 |
| Purifier: Defending Data Inference Attacks via Transforming Confidence Scores | Dec 1, 2022 | AttributeInference Attack | —Unverified | 0 |
