| Robustness, Privacy, and Generalization of Adversarial Training | Dec 25, 2020 | Generalization BoundsPrivacy Preserving | CodeCode Available | 0 |
| Towards the efficacy of federated prediction for epidemics on networks | Dec 3, 2024 | Federated LearningGraph Attention | CodeCode Available | 0 |
| Differentially Private Distributed Inference | Feb 13, 2024 | Decision MakingPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Multiple Tensor Factorization for Synthesizing Large-Scale Location Traces with Cluster-Specific Features | Nov 11, 2019 | Privacy Preserving | CodeCode Available | 0 |
| Position: On-Premises LLM Deployment Demands a Middle Path: Preserving Privacy Without Sacrificing Model Confidentiality | Oct 15, 2024 | PositionPrivacy Preserving | CodeCode Available | 0 |
| GuardML: Efficient Privacy-Preserving Machine Learning Services Through Hybrid Homomorphic Encryption | Jan 26, 2024 | Privacy Preserving | CodeCode Available | 0 |
| Decentralized Multi-Target Cross-Domain Recommendation for Multi-Organization Collaborations | Oct 26, 2021 | Multi-Domain Recommender SystemsPrivacy Preserving | CodeCode Available | 0 |
| Differentially Private Algorithms for Synthetic Power System Datasets | Mar 20, 2023 | Privacy Preserving | CodeCode Available | 0 |
| Handling Data Heterogeneity in Federated Learning via Knowledge Distillation and Fusion | Jul 23, 2022 | Data-free Knowledge DistillationFairness | CodeCode Available | 0 |
| Towards Fair and Privacy-Preserving Federated Deep Models | Jun 4, 2019 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Privacy-Preserved Neural Graph Databases | Dec 25, 2023 | Privacy PreservingRAG | CodeCode Available | 0 |
| Enhanced Outsourced and Secure Inference for Tall Sparse Decision Trees | May 4, 2025 | Cloud ComputingPrivacy Preserving | CodeCode Available | 0 |
| Upper-Body Pose-based Gaze Estimation for Privacy-Preserving 3D Gaze Target Detection | Sep 26, 2024 | Gaze EstimationPrivacy Preserving | CodeCode Available | 0 |
| Privacy-preserving Neural Representations of Text | Aug 28, 2018 | Privacy Preserving | CodeCode Available | 0 |
| Not all noise is accounted equally: How differentially private learning benefits from large sampling rates | Oct 12, 2021 | AllPrivacy Preserving | CodeCode Available | 0 |
| CrowdGuard: Federated Backdoor Detection in Federated Learning | Oct 14, 2022 | Federated LearningOutlier Detection | CodeCode Available | 0 |
| Privacy-Preserving Classification with Secret Vector Machines | Jul 8, 2019 | ClassificationFederated Learning | CodeCode Available | 0 |
| Privacy-preserving Non-negative Matrix Factorization with Outliers | Nov 2, 2022 | Privacy Preserving | CodeCode Available | 0 |
| Empowering Data Mesh with Federated Learning | Mar 26, 2024 | Decision MakingFederated Learning | CodeCode Available | 0 |
| Differentially Private Adaptation of Diffusion Models via Noisy Aggregated Embeddings | Nov 22, 2024 | Privacy PreservingStyle Transfer | CodeCode Available | 0 |
| Obfuscation Based Privacy Preserving Representations are Recoverable Using Neighborhood Information | Sep 17, 2024 | Privacy PreservingVisual Localization | CodeCode Available | 0 |
| Obfuscation for Privacy-preserving Syntactic Parsing | Apr 21, 2019 | Privacy PreservingSentence | CodeCode Available | 0 |
| Empathy Detection from Text, Audiovisual, Audio or Physiological Signals: A Systematic Review of Task Formulations and Machine Learning Methods | Oct 30, 2023 | Privacy PreservingSystematic Literature Review | CodeCode Available | 0 |
| Privacy-Preserving Clustering: A New ApproachBased on Invariant Order Encryption | Dec 20, 2020 | Cloud ComputingClustering | CodeCode Available | 0 |
| The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond | May 12, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |