| Emotionless: Privacy-Preserving Speech Analysis for Voice Assistants | Aug 9, 2019 | Emotion RecognitionPrivacy Preserving | CodeCode Available | 1 |
| Privacy-Preserving Deep Action Recognition: An Adversarial Learning Framework and A New Dataset | Jun 12, 2019 | Action RecognitionPrivacy Preserving | CodeCode Available | 1 |
| CryptoNN: Training Neural Networks over Encrypted Data | Apr 15, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Evaluating Differentially Private Machine Learning in Practice | Feb 24, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study | Jul 22, 2018 | Action RecognitionPrivacy Preserving | CodeCode Available | 1 |
| Protecting Sensory Data against Sensitive Inferences | Feb 21, 2018 | Activity RecognitionAttribute | CodeCode Available | 1 |
| Differentially Private Federated Learning: A Client Level Perspective | Dec 20, 2017 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds | May 6, 2016 | Privacy Preserving | CodeCode Available | 1 |
| A Privacy-Preserving Semantic-Segmentation Method Using Domain-Adaptation Technique | Jul 17, 2025 | Domain AdaptationPrivacy Preserving | —Unverified | 0 |
| Federated Learning for Commercial Image Sources | Jul 17, 2025 | Federated Learningimage-classification | —Unverified | 0 |
| Transformer-Based Person Identification via Wi-Fi CSI Amplitude and Phase Perturbations | Jul 17, 2025 | Person IdentificationPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Fusion for Multi-Sensor Systems Under Multiple Packet Dropouts | Jul 17, 2025 | Privacy PreservingState Estimation | —Unverified | 0 |
| Federated Learning in Open- and Closed-Loop EMG Decoding: A Privacy and Performance Perspective | Jul 16, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Safeguarding Federated Learning-based Road Condition Classification | Jul 16, 2025 | Autonomous DrivingClassification | —Unverified | 0 |
| A Privacy-Preserving Framework for Advertising Personalization Incorporating Federated Learning and Differential Privacy | Jul 16, 2025 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| ZKP-FedEval: Verifiable and Privacy-Preserving Federated Evaluation using Zero-Knowledge Proofs | Jul 15, 2025 | Activity RecognitionFederated Learning | —Unverified | 0 |
| Domain Borders Are There to Be Crossed With Federated Few-Shot Adaptation | Jul 14, 2025 | Domain AdaptationFederated Learning | CodeCode Available | 0 |
| Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix | Jul 14, 2025 | Privacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Multi-Stage Fall Detection Framework with Semi-supervised Federated Learning and Robotic Vision Confirmation | Jul 14, 2025 | Federated LearningIndoor Localization | —Unverified | 0 |
| Geo-ORBIT: A Federated Digital Twin Framework for Scene-Adaptive Lane Geometry Detection | Jul 11, 2025 | Computational EfficiencyFederated Learning | CodeCode Available | 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 |
| HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric | Jul 10, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| An Enhanced Privacy-preserving Federated Few-shot Learning Framework for Respiratory Disease Diagnosis | Jul 10, 2025 | DiagnosticFew-Shot Learning | —Unverified | 0 |
| Quantum Federated Learning for Multimodal Data: A Modality-Agnostic Approach | Jul 10, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models | Jul 10, 2025 | Privacy PreservingSmall Language Model | —Unverified | 0 |
