| Inference Privacy: Properties and Mechanisms | Nov 27, 2024 | NavigatePrivacy Preserving | —Unverified | 0 |
| PRSI: Privacy-Preserving Recommendation Model Based on Vector Splitting and Interactive Protocols | Nov 27, 2024 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| Joint Resource Optimization, Computation Offloading and Resource Slicing for Multi-Edge Traffic-Cognitive Networks | Nov 26, 2024 | Bayesian OptimizationEdge-computing | —Unverified | 0 |
| Privacy Preserving Federated Unsupervised Domain Adaptation with Application to Age Prediction from DNA Methylation Data | Nov 26, 2024 | Domain AdaptationGaussian Processes | CodeCode Available | 0 |
| Synthetic Data Generation with LLM for Improved Depression Prediction | Nov 26, 2024 | Depression DetectionPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Federated Foundation Model for Generalist Ultrasound Artificial Intelligence | Nov 25, 2024 | DiagnosticFederated Learning | —Unverified | 0 |
| A Differentially Private Quantum Neural Network for Probabilistic Optimal Power Flow | Nov 25, 2024 | Privacy Preserving | —Unverified | 0 |
| FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutation | Nov 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Efficient and Private: Memorisation under differentially private parameter-efficient fine-tuning in language models | Nov 24, 2024 | Data Poisoningparameter-efficient fine-tuning | —Unverified | 0 |
| Tackling Data Heterogeneity in Federated Time Series Forecasting | Nov 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data Sources | Nov 23, 2024 | Data IntegrationDrug Discovery | CodeCode Available | 0 |
| LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement | Nov 22, 2024 | Federated Learningparameter-efficient fine-tuning | —Unverified | 0 |
| mmWave Radar for Sit-to-Stand Analysis: A Comparative Study with Wearables and Kinect | Nov 22, 2024 | Pose EstimationPrivacy Preserving | —Unverified | 0 |
| Differentially Private Adaptation of Diffusion Models via Noisy Aggregated Embeddings | Nov 22, 2024 | Privacy PreservingStyle Transfer | CodeCode Available | 0 |
| Privacy-Preserving Video Anomaly Detection: A Survey | Nov 21, 2024 | Anomaly DetectionEthics | —Unverified | 0 |
| SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers | Nov 20, 2024 | Data AugmentationDecoder | —Unverified | 0 |
| Hyper-parameter Optimization for Federated Learning with Step-wise Adaptive Mechanism | Nov 19, 2024 | AutoMLFederated Learning | —Unverified | 0 |
| Empirical Privacy Evaluations of Generative and Predictive Machine Learning Models -- A review and challenges for practice | Nov 19, 2024 | Privacy Preserving | —Unverified | 0 |
| Non-IID data in Federated Learning: A Survey with Taxonomy, Metrics, Methods, Frameworks and Future Directions | Nov 19, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Review on Machine Unlearning | Nov 18, 2024 | Machine UnlearningPrivacy Preserving | —Unverified | 0 |
| Preempting Text Sanitization Utility in Resource-Constrained Privacy-Preserving LLM Interactions | Nov 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning | Nov 18, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors | Nov 18, 2024 | Federated LearningMissing Values | CodeCode Available | 0 |
| Federated Domain Generalization via Prompt Learning and Aggregation | Nov 15, 2024 | Domain GeneralizationPrivacy Preserving | CodeCode Available | 0 |
| Locally Private Sampling with Public Data | Nov 13, 2024 | Privacy Preserving | —Unverified | 0 |
| Dual-Criterion Model Aggregation in Federated Learning: Balancing Data Quantity and Quality | Nov 12, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Which PPML Would a User Choose? A Structured Decision Support Framework for Developers to Rank PPML Techniques Based on User Acceptance Criteria | Nov 11, 2024 | Privacy Preserving | —Unverified | 0 |
| Are Neuromorphic Architectures Inherently Privacy-preserving? An Exploratory Study | Nov 10, 2024 | Evolutionary AlgorithmsPrivacy Preserving | —Unverified | 0 |
| PRISM: Privacy-preserving Inter-Site MRI Harmonization via Disentangled Representation Learning | Nov 10, 2024 | Contrastive LearningPrivacy Preserving | CodeCode Available | 0 |
| In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal Messages | Nov 10, 2024 | De-identificationIn-Context Learning | CodeCode Available | 0 |
| A capacity renting framework for shared energy storage considering peer-to-peer energy trading of prosumers with privacy protection | Nov 9, 2024 | energy tradingPrivacy Preserving | —Unverified | 0 |
| TinyML NLP Scheme for Semantic Wireless Sentiment Classification with Privacy Preservation | Nov 9, 2024 | ClassificationFederated Learning | CodeCode Available | 0 |
| Differential Privacy Under Class Imbalance: Methods and Empirical Insights | Nov 8, 2024 | Fraud DetectionPrivacy Preserving | —Unverified | 0 |
| ViT Enhanced Privacy-Preserving Secure Medical Data Sharing and Classification | Nov 8, 2024 | Medical Image AnalysisPrivacy Preserving | —Unverified | 0 |
| Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification | Nov 7, 2024 | Privacy Preserving | —Unverified | 0 |
| Personalized Federated Learning for Cross-view Geo-localization | Nov 7, 2024 | Autonomous VehiclesFederated Learning | —Unverified | 0 |
| DWFL: Enhancing Federated Learning through Dynamic Weighted Averaging | Nov 7, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Differential Privacy Overview and Fundamental Techniques | Nov 7, 2024 | Privacy Preserving | —Unverified | 0 |
| FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation | Nov 7, 2024 | Federated LearningImage Segmentation | —Unverified | 0 |
| EPIC: Enhancing Privacy through Iterative Collaboration | Nov 7, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysis | Nov 6, 2024 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| Privacy-Preserving Resilient Vector Consensus | Nov 6, 2024 | Privacy Preserving | —Unverified | 0 |
| Privacy Preserving Mechanisms for Coordinating Airspace Usage in Advanced Air Mobility | Nov 6, 2024 | Privacy Preserving | —Unverified | 0 |
| NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA | Nov 6, 2024 | Federated LearningLanguage Modelling | —Unverified | 0 |
| FEDLAD: Federated Evaluation of Deep Leakage Attacks and Defenses | Nov 5, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| User-wise Perturbations for User Identity Protection in EEG-Based BCIs | Nov 4, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 |
| R+R:Understanding Hyperparameter Effects in DP-SGD | Nov 4, 2024 | Privacy Preserving | —Unverified | 0 |
| Differentially private and decentralized randomized power method | Nov 4, 2024 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| Pseudo-Probability Unlearning: Towards Efficient and Privacy-Preserving Machine Unlearning | Nov 4, 2024 | Machine UnlearningPrivacy Preserving | —Unverified | 0 |
| Exploring the Landscape for Generative Sequence Models for Specialized Data Synthesis | Nov 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |