| Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT Networks | Oct 31, 2024 | Data AugmentationFederated Learning | CodeCode Available | 0 |
| Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification | Nov 29, 2021 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Efficient Node Selection in Private Personalized Decentralized Learning | Jan 30, 2023 | Privacy Preserving | CodeCode Available | 0 |
| Privacy and Accuracy Implications of Model Complexity and Integration in Heterogeneous Federated Learning | Nov 29, 2023 | Federated LearningInference Attack | CodeCode Available | 0 |
| Geo-ORBIT: A Federated Digital Twin Framework for Scene-Adaptive Lane Geometry Detection | Jul 11, 2025 | Computational EfficiencyFederated Learning | CodeCode Available | 0 |
| Estimating Model Performance on External Samples from Their Limited Statistical Characteristics | Feb 28, 2022 | Privacy Preserving | CodeCode Available | 0 |
| Private Outsourced Bayesian Optimization | Oct 24, 2020 | Bayesian OptimizationPrivacy Preserving | CodeCode Available | 0 |
| Robust Federated Learning Against Poisoning Attacks: A GAN-Based Defense Framework | Mar 26, 2025 | Federated LearningGenerative Adversarial Network | CodeCode Available | 0 |
| Global Balanced Experts for Federated Long-Tailed Learning | Jan 1, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| NIPD: A Federated Learning Person Detection Benchmark Based on Real-World Non-IID Data | Jun 28, 2023 | Federated LearningHuman Detection | CodeCode Available | 0 |
| Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies | Oct 12, 2022 | Privacy Preservingquantile regression | CodeCode Available | 0 |
| GOD model: Privacy Preserved AI School for Personal Assistant | Feb 24, 2025 | Imitation LearningPrivacy Preserving | CodeCode Available | 0 |
| Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction | Sep 25, 2019 | GPUPrivacy Preserving | CodeCode Available | 0 |
| ER-AE: Differentially Private Text Generation for Authorship Anonymization | Jul 20, 2019 | Privacy PreservingText Generation | CodeCode Available | 0 |
| Privacy-Preserving Models for Legal Natural Language Processing | Nov 5, 2022 | Domain AdaptationPrivacy Preserving | CodeCode Available | 0 |
| Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints | Oct 4, 2019 | ClusteringFederated Learning | CodeCode Available | 0 |
| Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning | Jun 4, 2025 | Federated Learningparameter-efficient fine-tuning | CodeCode Available | 0 |
| Privacy-preserving Q-Learning with Functional Noise in Continuous State Spaces | Jan 30, 2019 | Privacy PreservingQ-Learning | CodeCode Available | 0 |
| Gradient Leakage Defense with Key-Lock Module for Federated Learning | May 6, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Enhancing Trade-offs in Privacy, Utility, and Computational Efficiency through MUltistage Sampling Technique (MUST) | Dec 20, 2023 | Computational EfficiencyPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Autoencoder for Collaborative Object Detection | Feb 29, 2024 | License Plate RecognitionObject | CodeCode Available | 0 |
| ARIA: On the Interaction Between Architectures, Initialization and Aggregation Methods for Federated Visual Classification | Nov 24, 2023 | Federated Learningimage-classification | CodeCode Available | 0 |
| Privacy-Preserving Bandits | Sep 10, 2019 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 0 |
| Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting | May 22, 2023 | Decision MakingPrivacy Preserving | CodeCode Available | 0 |
| Towards Synthetic Data Generation for Improved Pain Recognition in Videos under Patient Constraints | Sep 24, 2024 | Dataset GenerationPrivacy Preserving | CodeCode Available | 0 |