| Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers and Gradient Clipping | Sep 29, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| FedZeN: Towards superlinear zeroth-order federated learning via incremental Hessian estimation | Sep 29, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models | Sep 29, 2023 | Geographic Question AnsweringPrivacy Preserving | —Unverified | 0 |
| SAppKG: Mobile App Recommendation Using Knowledge Graph and Side Information-A Secure Framework | Sep 29, 2023 | Privacy PreservingRecommendation Systems | CodeCode Available | 0 |
| Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning | Sep 28, 2023 | Domain GeneralizationFederated Learning | CodeCode Available | 1 |
| A Unified View of Differentially Private Deep Generative Modeling | Sep 27, 2023 | Privacy Preserving | —Unverified | 0 |
| AI and Democracy's Digital Identity Crisis | Sep 25, 2023 | Privacy Preserving | —Unverified | 0 |
| Guaranteed Privacy-Preserving H_-Optimal Interval Observer Design for Bounded-Error LTI Systems | Sep 25, 2023 | Privacy Preserving | —Unverified | 0 |
| Privacy-preserving Linear Computations in Spiking Neural P Systems | Sep 25, 2023 | Privacy Preserving | —Unverified | 0 |
| Multiply Robust Federated Estimation of Targeted Average Treatment Effects | Sep 22, 2023 | Privacy PreservingTransfer Learning | —Unverified | 0 |
| Federated Short-Term Load Forecasting with Personalization Layers for Heterogeneous Clients | Sep 22, 2023 | Federated LearningLoad Forecasting | —Unverified | 0 |
| Methods for generating and evaluating synthetic longitudinal patient data: a systematic review | Sep 21, 2023 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation | Sep 21, 2023 | In-Context LearningPrivacy Preserving | CodeCode Available | 1 |
| S-BDT: Distributed Differentially Private Boosted Decision Trees | Sep 21, 2023 | 4kPrivacy Preserving | CodeCode Available | 0 |
| CATS: Conditional Adversarial Trajectory Synthesis for Privacy-Preserving Trajectory Data Publication Using Deep Learning Approaches | Sep 20, 2023 | EthicsGraph Matching | CodeCode Available | 1 |
| Preconditioned Federated Learning | Sep 20, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Love or Hate? Share or Split? Privacy-Preserving Training Using Split Learning and Homomorphic Encryption | Sep 19, 2023 | Privacy Preserving | CodeCode Available | 1 |
| DPpack: An R Package for Differentially Private Statistical Analysis and Machine Learning | Sep 19, 2023 | DescriptivePrivacy Preserving | —Unverified | 0 |
| FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning | Sep 19, 2023 | Computational EfficiencyFederated Learning | —Unverified | 0 |
| Striking a Balance: An Optimal Mechanism Design for Heterogenous Differentially Private Data Acquisition for Logistic Regression | Sep 19, 2023 | Learning TheoryPrivacy Preserving | —Unverified | 0 |
| Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning | Sep 19, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Crowdotic: A Privacy-Preserving Hospital Waiting Room Crowd Density Estimation with Non-speech Audio | Sep 19, 2023 | Density EstimationManagement | —Unverified | 0 |
| Privacy-preserving Early Detection of Epileptic Seizures in Videos | Sep 15, 2023 | Knowledge DistillationOptical Flow Estimation | CodeCode Available | 0 |
| FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled Representation Learning | Sep 15, 2023 | Data AugmentationDisentanglement | CodeCode Available | 1 |
| hear-your-action: human action recognition by ultrasound active sensing | Sep 15, 2023 | Action RecognitionPrivacy Preserving | —Unverified | 0 |