| Differentially Private Normalizing Flows for Density Estimation, Data Synthesis, and Variational Inference with Application to Electronic Health Records | Feb 11, 2023 | Density EstimationPrivacy Preserving | CodeCode Available | 0 |
| Vertical Federated Knowledge Transfer via Representation Distillation for Healthcare Collaboration Networks | Feb 11, 2023 | DiagnosticFederated Learning | —Unverified | 0 |
| Semi-decentralized Federated Ego Graph Learning for Recommendation | Feb 10, 2023 | Collaborative FilteringGraph Learning | —Unverified | 0 |
| Privacy Against Agnostic Inference Attacks in Vertical Federated Learning | Feb 10, 2023 | Federated LearningInference Attack | —Unverified | 0 |
| On Achieving Privacy-Preserving State-of-the-Art Edge Intelligence | Feb 10, 2023 | Edge-computingModel Compression | —Unverified | 0 |
| Designing Fairness in Autonomous Peer-to-peer Energy Trading | Feb 9, 2023 | energy managementenergy trading | —Unverified | 0 |
| Offsite-Tuning: Transfer Learning without Full Model | Feb 9, 2023 | modelPrivacy Preserving | CodeCode Available | 2 |
| Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes | Feb 9, 2023 | Graph ReconstructionInference Attack | —Unverified | 0 |
| Understanding Policy and Technical Aspects of AI-Enabled Smart Video Surveillance to Address Public Safety | Feb 8, 2023 | Action DetectionAnomaly Detection | —Unverified | 0 |
| Measuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract) | Feb 8, 2023 | DecoderGraph Attention | —Unverified | 0 |
| Towards a User Privacy-Aware Mobile Gaming App Installation Prediction Model | Feb 7, 2023 | Privacy Preserving | —Unverified | 0 |
| A Privacy-Preserving Hybrid Federated Learning Framework for Financial Crime Detection | Feb 7, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| z-SignFedAvg: A Unified Stochastic Sign-based Compression for Federated Learning | Feb 6, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Survival Forests | Feb 6, 2023 | Federated LearningMissing Values | CodeCode Available | 0 |
| Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction | Feb 5, 2023 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| RRNet: Towards ReLU-Reduced Neural Network for Two-party Computation Based Private Inference | Feb 5, 2023 | Privacy Preserving | —Unverified | 0 |
| GTV: Generating Tabular Data via Vertical Federated Learning | Feb 3, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Private, fair and accurate: Training large-scale, privacy-preserving AI models in medical imaging | Feb 3, 2023 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| Federated Analytics: A survey | Feb 2, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedLAP-DP: Federated Learning by Sharing Differentially Private Loss Approximations | Feb 2, 2023 | Federated Learningglobal-optimization | CodeCode Available | 0 |
| Privacy Risk for anisotropic Langevin dynamics using relative entropy bounds | Feb 1, 2023 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Differentially Private Kernel Inducing Points using features from ScatterNets (DP-KIP-ScatterNet) for Privacy Preserving Data Distillation | Jan 31, 2023 | GPUPrivacy Preserving | CodeCode Available | 0 |
| Differentially Private Distributed Bayesian Linear Regression with MCMC | Jan 31, 2023 | Bayesian InferencePrivacy Preserving | CodeCode Available | 0 |
| FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation | Jan 30, 2023 | Deep LearningFederated Learning | —Unverified | 0 |
| Efficient Node Selection in Private Personalized Decentralized Learning | Jan 30, 2023 | Privacy Preserving | CodeCode Available | 0 |