| DistFL: Distribution-aware Federated Learning for Mobile Scenarios | Oct 22, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Domain-Invariant Representation Learning from EEG with Private Encoders | Jan 27, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer | Nov 27, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds | May 6, 2016 | Privacy Preserving | CodeCode Available | 1 |
| Defending against Backdoors in Federated Learning with Robust Learning Rate | Jul 7, 2020 | Backdoor AttackFederated Learning | CodeCode Available | 1 |
| EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing | Aug 31, 2022 | Cloud ComputingContrastive Learning | CodeCode Available | 1 |
| Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform | Jul 8, 2021 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| MMASD+: A Novel Dataset for Privacy-Preserving Behavior Analysis of Children with Autism Spectrum Disorder | Aug 27, 2024 | Optical Flow EstimationPrivacy Preserving | CodeCode Available | 1 |
| A Secure and Efficient Distributed Semantic Communication System for Heterogeneous Internet of Things | Jul 19, 2024 | Privacy PreservingSemantic Communication | —Unverified | 0 |
| A Scalable Approach for Privacy-Preserving Collaborative Machine Learning | Nov 3, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| AI and Democracy's Digital Identity Crisis | Sep 25, 2023 | Privacy Preserving | —Unverified | 0 |
| A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks | Aug 21, 2023 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Artificial Intelligence for Secured Information Systems in Smart Cities: Collaborative IoT Computing with Deep Reinforcement Learning and Blockchain | Sep 24, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Hybrid Federated Kernel Regularized Least Squares Algorithm | Jul 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Additively Homomorphical Encryption based Deep Neural Network for Asymmetrically Collaborative Machine Learning | Jul 14, 2020 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Artificial Intelligence at the Edge | Dec 10, 2020 | Autonomous VehiclesEdge-computing | —Unverified | 0 |
| Artemis: HE-Aware Training for Efficient Privacy-Preserving Machine Learning | Oct 2, 2023 | Model CompressionPrivacy Preserving | —Unverified | 0 |
| Large-Scale Secure XGB for Vertical Federated Learning | May 18, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Identifying Backdoor Attacks in Federated Learning via Anomaly Detection | Feb 9, 2022 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning | May 25, 2022 | Privacy PreservingSelf-Supervised Learning | —Unverified | 0 |
| Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling | Jul 24, 2021 | Autonomous DrivingLearning Theory | —Unverified | 0 |
| Bayesian Federated Learning: A Survey | Apr 26, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Bayesian Federated Learning over Wireless Networks | Dec 31, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Review on Machine Unlearning | Nov 18, 2024 | Machine UnlearningPrivacy Preserving | —Unverified | 0 |
| Adaptive Hybrid Masking Strategy for Privacy-Preserving Face Recognition Against Model Inversion Attack | Mar 14, 2024 | Data AugmentationFace Recognition | —Unverified | 0 |
