| Validating Privacy-Preserving Face Recognition under a Minimum Assumption | Jan 1, 2024 | Face RecognitionPrivacy Preserving | CodeCode Available | 0 |
| Securing the Future: Innovations in Privacy-Preserving Integrated Sensing for Industrial Cyber-Physical Systems | Jan 1, 2024 | ManagementPrivacy Preserving | —Unverified | 0 |
| Facebook Report on Privacy of fNIRS data | Jan 1, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC | Jan 1, 2024 | Knowledge DistillationPrivacy Preserving | CodeCode Available | 0 |
| Data Augmentation Techniques for Cross-Domain WiFi CSI-based Human Activity Recognition | Jan 1, 2024 | Activity RecognitionData Augmentation | CodeCode Available | 0 |
| Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners | Dec 31, 2023 | Privacy Preservingregression | —Unverified | 0 |
| Balanced Multi-modal Federated Learning via Cross-Modal Infiltration | Dec 31, 2023 | Distributed ComputingFederated Learning | —Unverified | 0 |
| ConfusionPrompt: Practical Private Inference for Online Large Language Models | Dec 30, 2023 | Privacy PreservingZero-shot Generalization | —Unverified | 0 |
| CamPro: Camera-based Anti-Facial Recognition | Dec 30, 2023 | Face IdentificationHuman Detection | CodeCode Available | 0 |
| Towards Real-World Blind Face Restoration with Generative Diffusion Prior | Dec 25, 2023 | Blind Face RestorationPrivacy Preserving | CodeCode Available | 1 |
| Privacy-Preserved Neural Graph Databases | Dec 25, 2023 | Privacy PreservingRAG | CodeCode Available | 0 |
| FedDMF: Privacy-Preserving User Attribute Prediction using Deep Matrix Factorization | Dec 24, 2023 | AttributeFederated Learning | —Unverified | 0 |
| An Empirical Study of Efficiency and Privacy of Federated Learning Algorithms | Dec 24, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| IRG: Generating Synthetic Relational Databases using Deep Learning with Insightful Relational Understanding | Dec 23, 2023 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Regularized PolyKervNets: Optimizing Expressiveness and Efficiency for Private Inference in Deep Neural Networks | Dec 23, 2023 | Privacy Preserving | CodeCode Available | 0 |
| TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance | Dec 21, 2023 | Explainable ModelsFault localization | CodeCode Available | 1 |
| Enhancing Trade-offs in Privacy, Utility, and Computational Efficiency through MUltistage Sampling Technique (MUST) | Dec 20, 2023 | Computational EfficiencyPrivacy Preserving | CodeCode Available | 0 |
| Transparency and Privacy: The Role of Explainable AI and Federated Learning in Financial Fraud Detection | Dec 20, 2023 | Federated LearningFraud Detection | —Unverified | 0 |
| FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise | Dec 20, 2023 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding | Dec 19, 2023 | Graph EmbeddingInductive Bias | —Unverified | 0 |
| Sharing is CAIRing: Characterizing Principles and Assessing Properties of Universal Privacy Evaluation for Synthetic Tabular Data | Dec 19, 2023 | Privacy Preserving | —Unverified | 0 |
| FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants | Dec 18, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A review of federated learning in renewable energy applications: Potential, challenges, and future directions | Dec 18, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-preserving transactive energy systems: Key topics and open research challenges | Dec 17, 2023 | energy managementenergy trading | —Unverified | 0 |
| FedMKGC: Privacy-Preserving Federated Multilingual Knowledge Graph Completion | Dec 17, 2023 | Entity AlignmentFederated Learning | —Unverified | 0 |