| Differentially Private Recursive Least Squares Estimation for ARX Systems with Multi-Participants | Feb 28, 2025 | Privacy Preservingregression | —Unverified | 0 |
| Federated Instruction Tuning of LLMs with Domain Coverage Augmentation | Sep 30, 2024 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| HW-SW Optimization of DNNs for Privacy-preserving People Counting on Low-resolution Infrared Arrays | Feb 2, 2024 | Neural Architecture SearchPrivacy Preserving | —Unverified | 0 |
| HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning | Dec 12, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Distributed Machine Learning in D2D-Enabled Heterogeneous Networks: Architectures, Performance, and Open Challenges | Jun 4, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| AI-VERDE: A Gateway for Egalitarian Access to Large Language Model-Based Resources For Educational Institutions | Feb 11, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| IndicFed: A Federated Approach for Sentiment Analysis in Indic Languages | Dec 1, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing | Dec 15, 2021 | Privacy Preserving | —Unverified | 0 |
| Hyperdimensional Computing as a Rescue for Efficient Privacy-Preserving Machine Learning-as-a-Service | Aug 17, 2023 | Privacy Preserving | —Unverified | 0 |
| Hyper-parameter Optimization for Federated Learning with Step-wise Adaptive Mechanism | Nov 19, 2024 | AutoMLFederated Learning | —Unverified | 0 |
| I can't see it but I can Fine-tune it: On Encrypted Fine-tuning of Transformers using Fully Homomorphic Encryption | Feb 14, 2024 | image-classificationImage Classification | —Unverified | 0 |
| ID^3: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition | Sep 26, 2024 | DiversityFace Recognition | —Unverified | 0 |
| Federated In-Context LLM Agent Learning | Dec 11, 2024 | Federated LearningIn-Context Learning | —Unverified | 0 |
| Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation | Oct 18, 2023 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 |
| Addressing the cold start problem in privacy preserving content-based recommender systems using hypercube graphs | Oct 13, 2023 | Collaborative FilteringPrivacy Preserving | —Unverified | 0 |
| Federated Graph Learning with Adaptive Importance-based Sampling | Sep 23, 2024 | Federated LearningGraph Learning | —Unverified | 0 |
| I-GWAS: Privacy-Preserving Interdependent Genome-Wide Association Studies | Aug 17, 2022 | Privacy Preserving | —Unverified | 0 |
| ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale | Jul 19, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Image-Hashing-Based Anomaly Detection for Privacy-Preserving Online Proctoring | Jul 20, 2021 | Anomaly DetectionPrivacy Preserving | —Unverified | 0 |
| Image Transformation Network for Privacy-Preserving Deep Neural Networks and Its Security Evaluation | Aug 7, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Immersion and Invariance-based Coding for Privacy-Preserving Federated Learning | Sep 25, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Graph Learning for Low Probability of Detection in Wireless Ad-Hoc Networks | Jun 1, 2023 | Graph LearningPrivacy Preserving | —Unverified | 0 |
| Improved Algorithms for Differentially Private Language Model Alignment | May 13, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improved Privacy-Preserving PCA Using Optimized Homomorphic Matrix Multiplication | May 27, 2023 | Cloud ComputingPrivacy Preserving | —Unverified | 0 |
| Mitigating the Performance Sacrifice in DP-Satisfied Federated Settings through Graph Contrastive Learning | Jul 24, 2022 | Contrastive LearningFederated Learning | —Unverified | 0 |