| Differentially Private Federated Learning without Noise Addition: When is it Possible? | May 6, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Balancing the Past and Present: A Coordinated Replay Framework for Federated Class-Incremental Learning | Jul 10, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| An Experimental Study of Data Heterogeneity in Federated Learning Methods for Medical Imaging | Jul 18, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Advancing Personalized Federated Learning: Integrative Approaches with AI for Enhanced Privacy and Customization | Jan 30, 2025 | Decision MakingFederated Learning | —Unverified | 0 | 0 |
| Differentially Private Federated Combinatorial Bandits with Constraints | Jun 27, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Privacy-Preserving Taxi-Demand Prediction Using Federated Learning | May 14, 2023 | Federated LearningPrediction | —Unverified | 0 | 0 |
| Differentially Private False Discovery Rate Control | Jul 11, 2018 | Privacy PreservingTwo-sample testing | —Unverified | 0 | 0 |
| Differentially Private Exploration in Reinforcement Learning with Linear Representation | Dec 2, 2021 | Privacy Preservingreinforcement-learning | —Unverified | 0 | 0 |
| Balancing Privacy and Action Performance: A Penalty-Driven Approach to Image Anonymization | Apr 19, 2025 | Action RecognitionActivity Recognition | —Unverified | 0 | 0 |
| Privacy Preserving Adaptive Experiment Design | Jan 16, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Dropout | Nov 30, 2017 | Privacy Preserving | —Unverified | 0 | 0 |
| Balanced Multi-modal Federated Learning via Cross-Modal Infiltration | Dec 31, 2023 | Distributed ComputingFederated Learning | —Unverified | 0 | 0 |
| Differentially-Private "Draw and Discard" Machine Learning | Jul 11, 2018 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Distributed Convex Optimization | Feb 28, 2023 | Distributed OptimizationFederated Learning | —Unverified | 0 | 0 |
| BACSA: A Bias-Aware Client Selection Algorithm for Privacy-Preserving Federated Learning in Wireless Healthcare Networks | Nov 1, 2024 | FairnessFederated Learning | —Unverified | 0 | 0 |
| A New Dimensionality Reduction Method Based on Hensel's Compression for Privacy Protection in Federated Learning | May 1, 2022 | Dimensionality ReductionFederated Learning | —Unverified | 0 | 0 |
| Advancing Personalized Federated Learning: Group Privacy, Fairness, and Beyond | Sep 1, 2023 | FairnessFederated Learning | —Unverified | 0 | 0 |
| Exploit the Leak: Understanding Risks in Biometric Matchers | Jul 25, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Diffusion Models Generate Useful Synthetic Images | Feb 27, 2023 | Image GenerationPrivacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Densest-k-Subgraph | May 6, 2025 | Graph MiningPrivacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Deep Learning with Direct Feedback Alignment | Oct 8, 2020 | Deep LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Backdoor Attack on Vertical Federated Graph Neural Network Learning | Oct 15, 2024 | Backdoor AttackFederated Learning | —Unverified | 0 | 0 |
| An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition | Oct 12, 2022 | Ensemble LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Decoding in Large Language Models | May 26, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Differentially Private CutMix for Split Learning with Vision Transformer | Oct 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| B^2SFL: A Bi-level Blockchained Architecture for Secure Federated Learning-based Traffic Prediction | Oct 23, 2023 | Federated LearningPrediction | —Unverified | 0 | 0 |
| A Wireless-Vision Dataset for Privacy Preserving Human Activity Recognition | May 24, 2022 | Action SegmentationActivity Recognition | —Unverified | 0 | 0 |
| An Enhanced Privacy-preserving Federated Few-shot Learning Framework for Respiratory Disease Diagnosis | Jul 10, 2025 | DiagnosticFew-Shot Learning | —Unverified | 0 | 0 |
| Advancing Explainable Autonomous Vehicle Systems: A Comprehensive Review and Research Roadmap | Mar 19, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| Differentially private and decentralized randomized power method | Nov 4, 2024 | Privacy PreservingRecommendation Systems | —Unverified | 0 | 0 |
| Avoiding Occupancy Detection from Smart Meter using Adversarial Machine Learning | Oct 23, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Vertical Federated Learning Framework for Graph Convolutional Network | Jun 22, 2021 | Federated LearningGraph Neural Network | —Unverified | 0 | 0 |
| An Encryption Method of ConvMixer Models without Performance Degradation | Jul 25, 2022 | Adversarial DefenseClassification | —Unverified | 0 | 0 |
| Differentially Private 2D Human Pose Estimation | Apr 14, 2025 | 2D Human Pose EstimationActivity Recognition | —Unverified | 0 | 0 |
| DGAR: A Unified Domain Generalization Framework for RF-Enabled Human Activity Recognition | Mar 22, 2025 | Activity RecognitionDomain Generalization | —Unverified | 0 | 0 |
| Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols | Jun 11, 2025 | Data PoisoningGraph Learning | —Unverified | 0 | 0 |
| De-VertiFL: A Solution for Decentralized Vertical Federated Learning | Oct 8, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| An Empirical Study of Federated Prompt Learning for Vision Language Model | May 29, 2025 | Federated LearningLanguage Modeling | —Unverified | 0 | 0 |
| A Comparative Study of Federated Learning Models for COVID-19 Detection | Mar 28, 2023 | Federated LearningMedical Image Analysis | —Unverified | 0 | 0 |
| Development of an Edge Resilient ML Ensemble to Tolerate ICS Adversarial Attacks | Sep 26, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference | Jun 7, 2020 | Deep Reinforcement LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Detekcja upadku i wybranych akcji na sekwencjach obrazów cyfrowych | Jun 25, 2017 | Action RecognitionHuman Detection | —Unverified | 0 | 0 |
| Detection of Gait Asymmetry Using Indoor Doppler Radar | Feb 26, 2019 | Privacy Preserving | —Unverified | 0 | 0 |
| Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent | Mar 21, 2025 | Large Language ModelPrivacy Preserving | —Unverified | 0 | 0 |
| An Empirical Study of Efficiency and Privacy of Federated Learning Algorithms | Dec 24, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Fog Intelligence for Network Anomaly Detection | May 27, 2025 | Anomaly DetectionCloud Computing | —Unverified | 0 | 0 |
| Detecting Unknown DGAs without Context Information | May 30, 2022 | AttributeBinary Classification | —Unverified | 0 | 0 |
| FOCUS: Dealing with Label Quality Disparity in Federated Learning | Jan 29, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| DeSPITE: Exploring Contrastive Deep Skeleton-Pointcloud-IMU-Text Embeddings for Advanced Point Cloud Human Activity Understanding | Jun 16, 2025 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 | 0 |
| FLVoogd: Robust And Privacy Preserving Federated Learning | Jun 24, 2022 | Federated Learningimage-classification | —Unverified | 0 | 0 |