| KIPPS: Knowledge infusion in Privacy Preserving Synthetic Data Generation | Sep 25, 2024 | AttributeKnowledge Graphs | —Unverified | 0 |
| Knowledge Augmentation in Federation: Rethinking What Collaborative Learning Can Bring Back to Decentralized Data | Mar 5, 2025 | FairnessFederated Learning | —Unverified | 0 |
| Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification | Nov 29, 2024 | ClassificationDomain Adaptation | —Unverified | 0 |
| Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions | Jun 16, 2024 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| Knowledge Federation: A Unified and Hierarchical Privacy-Preserving AI Framework | Feb 5, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| K-repeating Substrings: a String-Algorithmic Approach to Privacy-Preserving Publishing of Textual Data | Dec 1, 2014 | Privacy Preserving | —Unverified | 0 |
| Labeling without Seeing? Blind Annotation for Privacy-Preserving Entity Resolution | Aug 7, 2023 | Dataset GenerationEntity Resolution | —Unverified | 0 |
| Labels, Information, and Computation: Efficient Learning Using Sufficient Labels | Apr 19, 2021 | Privacy Preserving | —Unverified | 0 |
| LabObf: A Label Protection Scheme for Vertical Federated Learning Through Label Obfuscation | May 27, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| LAGO: Few-shot Crosslingual Embedding Inversion Attacks via Language Similarity-Aware Graph Optimization | May 21, 2025 | Distributed OptimizationMultilingual NLP | —Unverified | 0 |
| LanFL: Differentially Private Federated Learning with Large Language Models using Synthetic Samples | Oct 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Language Modeling for the Future of Finance: A Quantitative Survey into Metrics, Tasks, and Data Opportunities | Apr 9, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Models and Retrieval Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports | Sep 15, 2024 | DiagnosticModel Selection | —Unverified | 0 |
| Large language model as user daily behavior data generator: balancing population diversity and individual personality | May 23, 2025 | Data AugmentationDiversity | —Unverified | 0 |
| Large Language Models Empowered Autonomous Edge AI for Connected Intelligence | Jul 6, 2023 | Code GenerationFederated Learning | —Unverified | 0 |
| Larger Model Causes Lower Classification Accuracy Under Differential Privacy: Reason and Solution | Sep 29, 2021 | Privacy Preserving | —Unverified | 0 |
| Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks | May 28, 2022 | Network EmbeddingPrivacy Preserving | —Unverified | 0 |
| Latent Dirichlet Allocation Model Training with Differential Privacy | Oct 9, 2020 | modelPrivacy Preserving | —Unverified | 0 |
| Latent Noise Injection for Private and Statistically Aligned Synthetic Data Generation | Jun 19, 2025 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| LATTEO: A Framework to Support Learning Asynchronously Tempered with Trusted Execution and Obfuscation | Feb 7, 2025 | AttributeFederated Learning | —Unverified | 0 |
| Noisy Data Meets Privacy: Training Local Models with Post-Processed Remote Queries | May 25, 2024 | Knowledge DistillationModel extraction | —Unverified | 0 |
| Learning data-derived privacy preserving representations from information metrics | May 1, 2019 | AttributeFace Recognition | —Unverified | 0 |
| Private Gradient Estimation is Useful for Generative Modeling | May 18, 2023 | Image GenerationPrivacy Preserving | —Unverified | 0 |
| Learning Federated Representations and Recommendations with Limited Negatives | Aug 18, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data | Jun 24, 2021 | Privacy Preserving | —Unverified | 0 |
| Learning Longterm Representations for Person Re-Identification Using Radio Signals | Apr 2, 2020 | Person Re-IdentificationPrivacy Preserving | —Unverified | 0 |
| Learning Phase Mask for Privacy-Preserving Passive Depth Estimation | Nov 13, 2022 | Autonomous NavigationDepth Estimation | —Unverified | 0 |
| Learning Privacy Preserving Encodings through Adversarial Training | Feb 14, 2018 | AttributePrivacy Preserving | —Unverified | 0 |
| Learning Privacy-Preserving Optics for Human Pose Estimation | Jan 1, 2021 | DecoderPose Estimation | —Unverified | 0 |
| Learning Privacy-Preserving Student Networks via Discriminative-Generative Distillation | Sep 4, 2024 | Privacy PreservingTransfer Learning | —Unverified | 0 |
| Learning rich optical embeddings for privacy-preserving lensless image classification | Jun 3, 2022 | Classificationimage-classification | —Unverified | 0 |
| Learning Sparse Privacy-Preserving Representations for Smart Meters Data | Jul 17, 2021 | AttributeFault Detection | —Unverified | 0 |
| Learning to Conceal: A Deep Learning Based Method for Preserving Privacy and Avoiding Prejudice | Sep 19, 2019 | Privacy Preserving | —Unverified | 0 |
| Learning to Diagnose Privately: DP-Powered LLMs for Radiology Report Classification | Jun 4, 2025 | Privacy Preserving | —Unverified | 0 |
| Lossy Compression of Noisy Data for Private and Data-Efficient Learning | Feb 7, 2022 | Gender ClassificationPrivacy Preserving | —Unverified | 0 |
| Learning with Differentially Private (Sliced) Wasserstein Gradients | Feb 3, 2025 | Privacy Preserving | —Unverified | 0 |
| Learning with Impartiality to Walk on the Pareto Frontier of Fairness, Privacy, and Utility | Feb 17, 2023 | FairnessPrivacy Preserving | —Unverified | 0 |
| Learn More by Using Less: Distributed Learning with Energy-Constrained Devices | Dec 3, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| LEASGD: an Efficient and Privacy-Preserving Decentralized Algorithm for Distributed Learning | Nov 27, 2018 | Privacy Preserving | —Unverified | 0 |
| LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice | Jan 19, 2025 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Lessons from the AdKDD'21 Privacy-Preserving ML Challenge | Jan 31, 2022 | Privacy Preserving | —Unverified | 0 |
| Leveraging Federated Learning for Automatic Detection of Clopidogrel Treatment Failures | Mar 5, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Leveraging MIMIC Datasets for Better Digital Health: A Review on Open Problems, Progress Highlights, and Future Promises | Jun 15, 2025 | Causal InferenceData Integration | —Unverified | 0 |
| Leveraging the Spatial Hierarchy: Coarse-to-fine Trajectory Generation via Cascaded Hybrid Diffusion | Jul 8, 2025 | DenoisingPrivacy Preserving | —Unverified | 0 |
| Light-Field for RF | Jan 13, 2019 | Privacy PreservingRF-based Pose Estimation | —Unverified | 0 |
| LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization | Jun 23, 2022 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| Linear Model Against Malicious Adversaries with Local Differential Privacy | Feb 5, 2022 | Privacy Preserving | —Unverified | 0 |
| Linear-Time User-Level DP-SCO via Robust Statistics | Feb 13, 2025 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis | Aug 14, 2021 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 |
| LLMCount: Enhancing Stationary mmWave Detection with Multimodal-LLM | Sep 24, 2024 | Decision MakingDomain Adaptation | —Unverified | 0 |