| Privacy-preserving Continual Federated Clustering via Adaptive Resonance Theory | Sep 7, 2023 | ClusteringContinual Learning | CodeCode Available | 0 |
| S-BDT: Distributed Differentially Private Boosted Decision Trees | Sep 21, 2023 | 4kPrivacy Preserving | CodeCode Available | 0 |
| DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks | Mar 23, 2020 | Activity RecognitionAttribute | CodeCode Available | 0 |
| On Membership Inference Attacks in Knowledge Distillation | May 17, 2025 | Knowledge DistillationPrivacy Preserving | CodeCode Available | 0 |
| How Private Is Your RL Policy? An Inverse RL Based Analysis Framework | Dec 10, 2021 | Adversarial AttackAutonomous Driving | CodeCode Available | 0 |
| How reparametrization trick broke differentially-private text representation learning | Feb 24, 2022 | Privacy PreservingRepresentation Learning | CodeCode Available | 0 |
| RVE-PFL: Robust Variational Encoder-based Personalised Federated Learning against Model Inversion Attacks | Feb 22, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Detection and Defense of Unlearnable Examples | Dec 14, 2023 | Adversarial DefensePrivacy Preserving | CodeCode Available | 0 |
| S2FGL: Spatial Spectral Federated Graph Learning | Jul 3, 2025 | Federated LearningGraph Learning | CodeCode Available | 0 |
| Privacy-Preserving Credit Card Fraud Detection using Homomorphic Encryption | Nov 12, 2022 | Fraud DetectionPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Cross-Domain Sequential Recommendation | Jan 27, 2024 | Privacy PreservingRecommendation Systems | CodeCode Available | 0 |
| Human-imperceptible, Machine-recognizable Images | Jun 6, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| DRL-Based Resource Allocation for Motion Blur Resistant Federated Self-Supervised Learning in IoV | Aug 17, 2024 | CPUDeep Reinforcement Learning | CodeCode Available | 0 |
| PRIV-QA: Privacy-Preserving Question Answering for Cloud Large Language Models | Feb 19, 2025 | Open-Ended Question AnsweringPrivacy Preserving | CodeCode Available | 0 |
| S^2NeRF: Privacy-preserving Training Framework for NeRF | Sep 3, 2024 | NeRFNovel View Synthesis | CodeCode Available | 0 |
| Privacy-preserving patient clustering for personalized federated learning | Jul 17, 2023 | ClusteringFederated Learning | CodeCode Available | 0 |
| Privacy-Preserving Data Deduplication for Enhancing Federated Learning of Language Models (Extended Version) | Jul 11, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| DP-RTFL: Differentially Private Resilient Temporal Federated Learning for Trustworthy AI in Regulated Industries | May 27, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| On the Impact of Multi-dimensional Local Differential Privacy on Fairness | Dec 7, 2023 | AttributeFairness | CodeCode Available | 0 |
| Privacy-preserving datasets by capturing feature distributions with Conditional VAEs | Aug 1, 2024 | DiversityPrivacy Preserving | CodeCode Available | 0 |
| Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning | Nov 24, 2018 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 |
| SaCoFa: Semantics-aware Control-flow Anonymization for Process Mining | Sep 17, 2021 | Privacy Preserving | CodeCode Available | 0 |
| SAED: Edge-Based Intelligence for Privacy-Preserving Enterprise Search on the Cloud | Feb 26, 2021 | Privacy Preserving | CodeCode Available | 0 |
| DP-NMT: Scalable Differentially-Private Machine Translation | Nov 24, 2023 | Machine TranslationNMT | CodeCode Available | 0 |
| An Empirical Study on the Intrinsic Privacy of SGD | Dec 5, 2019 | Inference AttackMembership Inference Attack | CodeCode Available | 0 |
| On the Price of Differential Privacy for Hierarchical Clustering | Apr 22, 2025 | ClusteringPrivacy Preserving | CodeCode Available | 0 |
| Trade-offs in Privacy-Preserving Eye Tracking through Iris Obfuscation: A Benchmarking Study | Apr 14, 2025 | BenchmarkingGaze Estimation | CodeCode Available | 0 |
| On the (In)security of Peer-to-Peer Decentralized Machine Learning | May 17, 2022 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 |
| Privacy-preserving data release leveraging optimal transport and particle gradient descent | Jan 31, 2024 | Privacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Personalized Fitness Recommender System (P3FitRec): A Multi-level Deep Learning Approach | Mar 23, 2022 | Privacy PreservingRecommendation Systems | CodeCode Available | 0 |
| Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data Synthesis | Nov 27, 2023 | Privacy PreservingSynthetic Data Generation | CodeCode Available | 0 |
| A Statistical Approach for Synthetic EEG Data Generation | Apr 22, 2025 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| On the Tradeoff between Privacy Preservation and Byzantine-Robustness in Decentralized Learning | Aug 28, 2023 | Privacy Preserving | CodeCode Available | 0 |
| Confidential Prompting: Protecting User Prompts from Cloud LLM Providers | Sep 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Differentially-Private Data Synthetisation for Efficient Re-Identification Risk Control | Dec 1, 2022 | Privacy PreservingSynthetic Data Generation | CodeCode Available | 0 |
| DePAint: A Decentralized Safe Multi-Agent Reinforcement Learning Algorithm considering Peak and Average Constraints | Oct 22, 2023 | Multi-agent Reinforcement LearningPrivacy Preserving | CodeCode Available | 0 |
| DPM: Clustering Sensitive Data through Separation | Jul 6, 2023 | ClusteringPrivacy Preserving | CodeCode Available | 0 |
| 1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy | May 2, 2024 | Privacy PreservingWord Embeddings | CodeCode Available | 0 |
| Demystifying Trajectory Recovery From Ash: An Open-Source Evaluation and Enhancement | Sep 23, 2024 | Privacy PreservingTrajectory Recovery | CodeCode Available | 0 |
| Demo: FedCampus: A Real-world Privacy-preserving Mobile Application for Smart Campus via Federated Learning & Analytics | Aug 31, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Safeguarding Data in Multimodal AI: A Differentially Private Approach to CLIP Training | Jun 13, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Delog: A Privacy Preserving Log Filtering Framework for Online Compute Platforms | Feb 13, 2019 | Log ParsingPrivacy Preserving | CodeCode Available | 0 |
| Bigger But Not Better: Small Neural Language Models Outperform Large Language Models in Detection of Thought Disorder | Mar 25, 2025 | DiagnosticPrivacy Preserving | CodeCode Available | 0 |
| Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM | Jul 20, 2022 | DenoisingFederated Learning | CodeCode Available | 0 |
| Share Secrets for Privacy: Confidential Forecasting with Vertical Federated Learning | May 31, 2024 | Federated LearningNavigate | CodeCode Available | 0 |
| Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge | Apr 23, 2018 | Edge-computingFederated Learning | CodeCode Available | 0 |
| Privacy-Preserving Pose Estimation for Human-Robot Interaction | Nov 14, 2020 | Image EnhancementPose Estimation | CodeCode Available | 0 |
| DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning | Aug 19, 2023 | Multi-agent Reinforcement LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Deep Inference for Rich User Data on The Cloud | Oct 4, 2017 | Privacy Preserving | CodeCode Available | 0 |
| In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal Messages | Nov 10, 2024 | De-identificationIn-Context Learning | CodeCode Available | 0 |