Browse State-of-the-Art › Privacy Preserving › Papers, page 12
Privacy Preserving
Papers archive 2025-07-28
archive papers tagged: 2,975 · with a code link: 758 · where Syntology ran a sample: 127 (112 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (127 of 2,975 tagged: 112 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)
Page 12 of 30: papers 1,101 to 1,200 of 2,975, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Privacy-Aware Multi-Device Cooperative Edge Inference with Distributed Resource Bidding30 Dec 2024 0 repositories listed
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SafeSynthDP: Leveraging Large Language Models for Privacy-Preserving Synthetic Data Generation Using Differential Privacy30 Dec 2024 0 repositories listed
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A Multiparty Homomorphic Encryption Approach to Confidential Federated Kaplan Meier Survival Analysis29 Dec 2024 0 repositories listed
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Optimal Federated Learning for Functional Mean Estimation under Heterogeneous Privacy Constraints25 Dec 2024 0 repositories listed
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Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction23 Dec 2024 0 repositories listed
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Dataset for Real-World Human Action Detection Using FMCW mmWave Radar23 Dec 2024 0 repositories listed
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FFA Sora, video generation as fundus fluorescein angiography simulator23 Dec 2024 0 repositories listed
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Modular Conversational Agents for Surveys and Interviews22 Dec 2024 0 repositories listed
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CBNN: 3-Party Secure Framework for Customized Binary Neural Networks Inference21 Dec 2024 0 repositories listed
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Privacy in Fine-tuning Large Language Models: Attacks, Defenses, and Future Directions21 Dec 2024 0 repositories listed
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Benchmarking LLMs and SLMs for patient reported outcomes20 Dec 2024 0 repositories listed
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Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation20 Dec 2024 0 repositories listed
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FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks20 Dec 2024 0 repositories listed
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Clio: Privacy-Preserving Insights into Real-World AI Use18 Dec 2024 0 repositories listed
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Federated Learning and RAG Integration: A Scalable Approach for Medical Large Language Models18 Dec 2024 0 repositories listed
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FedSTaS: Client Stratification and Client Level Sampling for Efficient Federated Learning18 Dec 2024 0 repositories listed
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Nemesis: Noise-randomized Encryption with Modular Efficiency and Secure Integration in Machine Learning Systems18 Dec 2024 0 repositories listed
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Towards privacy-preserving cooperative control via encrypted distributed optimization18 Dec 2024 0 repositories listed
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Trustworthy Transfer Learning: A Survey18 Dec 2024 0 repositories listed
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RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service17 Dec 2024 0 repositories listed
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A3E: Aligned and Augmented Adversarial Ensemble for Accurate, Robust and Privacy-Preserving EEG Decoding16 Dec 2024 0 repositories listed
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Efficiently Achieving Secure Model Training and Secure Aggregation to Ensure Bidirectional Privacy-Preservation in Federated Learning16 Dec 2024 0 repositories listed
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How Private are Language Models in Abstractive Summarization?16 Dec 2024 0 repositories listed
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UA-PDFL: A Personalized Approach for Decentralized Federated Learning16 Dec 2024 0 repositories listed
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ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes15 Dec 2024 0 repositories listed
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CENTAUR: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference14 Dec 2024 0 repositories listed
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ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression13 Dec 2024 0 repositories listed
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(ε, δ)-Differentially Private Partial Least Squares Regression12 Dec 2024 0 repositories listed
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Cluster-Enhanced Federated Graph Neural Network for Recommendation11 Dec 2024 0 repositories listed
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dsLassoCov: a federated machine learning approach incorporating covariate control11 Dec 2024 0 repositories listed
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Federated In-Context LLM Agent Learning11 Dec 2024 0 repositories listed
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Local Features Meet Stochastic Anonymization: Revolutionizing Privacy-Preserving Face Recognition for Black-Box Models11 Dec 2024 0 repositories listed
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Protecting Confidentiality, Privacy and Integrity in Collaborative Learning11 Dec 2024 0 repositories listed
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Privacy-Preserving Customer Support: A Framework for Secure and Scalable Interactions10 Dec 2024 0 repositories listed
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A Framework for Privacy-Preserving in IoV Using Federated Learning With Differential Privacy9 Dec 2024 0 repositories listed
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H-FedSN: Personalized Sparse Networks for Efficient and Accurate Hierarchical Federated Learning for IoT Applications9 Dec 2024 0 repositories listed
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Privacy-Preserving Large Language Models: Mechanisms, Applications, and Future Directions9 Dec 2024 0 repositories listed
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FedRBE -- a decentralized privacy-preserving federated batch effect correction tool for omics data based on limma8 Dec 2024 0 repositories listed
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Can large language models be privacy preserving and fair medical coders?7 Dec 2024 0 repositories listed
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A Differentially Private Kaplan-Meier Estimator for Privacy-Preserving Survival Analysis6 Dec 2024 0 repositories listed
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A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities6 Dec 2024 0 repositories listed
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Privacy-Preserving Retrieval-Augmented Generation with Differential Privacy6 Dec 2024 0 repositories listed
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Communication Compression for Distributed Learning without Control Variates5 Dec 2024 0 repositories listed
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Multi-Layer Privacy-Preserving Record Linkage with Clerical Review based on gradual information disclosure5 Dec 2024 0 repositories listed
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Privacy-Preserving in Medical Image Analysis: A Review of Methods and Applications5 Dec 2024 0 repositories listed
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End to End Collaborative Synthetic Data Generation4 Dec 2024 0 repositories listed
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A privacy-preserving distributed credible evidence fusion algorithm for collective decision-making3 Dec 2024 0 repositories listed
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Learn More by Using Less: Distributed Learning with Energy-Constrained Devices3 Dec 2024 0 repositories listed
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MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation3 Dec 2024 0 repositories listed
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Private Linear Regression with Differential Privacy and PAC Privacy3 Dec 2024 0 repositories listed
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Classifying Simulated Gait Impairments using Privacy-preserving Explainable Artificial Intelligence and Mobile Phone Videos2 Dec 2024 0 repositories listed
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Effectiveness of L2 Regularization in Privacy-Preserving Machine Learning2 Dec 2024 0 repositories listed
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Lossless and Privacy-Preserving Graph Convolution Network for Federated Item Recommendation2 Dec 2024 0 repositories listed
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Privacy-Preserving Federated Learning via Homomorphic Adversarial Networks2 Dec 2024 0 repositories listed
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Towards Privacy-Preserving Medical Imaging: Federated Learning with Differential Privacy and Secure Aggregation Using a Modified ResNet Architecture1 Dec 2024 0 repositories listed
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Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification29 Nov 2024 0 repositories listed
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Privacy-Preserving Orthogonal Aggregation for Guaranteeing Gender Fairness in Federated Recommendation29 Nov 2024 0 repositories listed
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PEFT-as-an-Attack! Jailbreaking Language Models during Federated Parameter-Efficient Fine-Tuning28 Nov 2024 0 repositories listed
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Inference Privacy: Properties and Mechanisms27 Nov 2024 0 repositories listed
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KAN See Your Face27 Nov 2024 0 repositories listed
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PRSI: Privacy-Preserving Recommendation Model Based on Vector Splitting and Interactive Protocols27 Nov 2024 0 repositories listed
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Joint Resource Optimization, Computation Offloading and Resource Slicing for Multi-Edge Traffic-Cognitive Networks26 Nov 2024 0 repositories listed
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Synthetic Data Generation with LLM for Improved Depression Prediction26 Nov 2024 0 repositories listed
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A Differentially Private Quantum Neural Network for Probabilistic Optimal Power Flow25 Nov 2024 0 repositories listed
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Privacy-Preserving Federated Foundation Model for Generalist Ultrasound Artificial Intelligence25 Nov 2024 0 repositories listed
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Efficient and Private: Memorisation under differentially private parameter-efficient fine-tuning in language models24 Nov 2024 0 repositories listed
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FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutation24 Nov 2024 0 repositories listed
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Tackling Data Heterogeneity in Federated Time Series Forecasting24 Nov 2024 0 repositories listed
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LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement22 Nov 2024 0 repositories listed
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mmWave Radar for Sit-to-Stand Analysis: A Comparative Study with Wearables and Kinect22 Nov 2024 0 repositories listed
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Privacy-Preserving Video Anomaly Detection: A Survey21 Nov 2024 0 repositories listed
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SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers20 Nov 2024 0 repositories listed
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Empirical Privacy Evaluations of Generative and Predictive Machine Learning Models -- A review and challenges for practice19 Nov 2024 0 repositories listed
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Hyper-parameter Optimization for Federated Learning with Step-wise Adaptive Mechanism19 Nov 2024 0 repositories listed
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Non-IID data in Federated Learning: A Survey with Taxonomy, Metrics, Methods, Frameworks and Future Directions19 Nov 2024 0 repositories listed
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A Review on Machine Unlearning18 Nov 2024 0 repositories listed
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FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning18 Nov 2024 0 repositories listed
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Locally Private Sampling with Public Data13 Nov 2024 0 repositories listed
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Dual-Criterion Model Aggregation in Federated Learning: Balancing Data Quantity and Quality12 Nov 2024 0 repositories listed
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Which PPML Would a User Choose? A Structured Decision Support Framework for Developers to Rank PPML Techniques Based on User Acceptance Criteria11 Nov 2024 0 repositories listed
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Are Neuromorphic Architectures Inherently Privacy-preserving? An Exploratory Study10 Nov 2024 0 repositories listed
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A capacity renting framework for shared energy storage considering peer-to-peer energy trading of prosumers with privacy protection9 Nov 2024 0 repositories listed
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Differential Privacy Under Class Imbalance: Methods and Empirical Insights8 Nov 2024 0 repositories listed
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ViT Enhanced Privacy-Preserving Secure Medical Data Sharing and Classification8 Nov 2024 0 repositories listed
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Differential Privacy Overview and Fundamental Techniques7 Nov 2024 0 repositories listed
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DWFL: Enhancing Federated Learning through Dynamic Weighted Averaging7 Nov 2024 0 repositories listed
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EPIC: Enhancing Privacy through Iterative Collaboration7 Nov 2024 0 repositories listed
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FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation7 Nov 2024 0 repositories listed
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Personalized Federated Learning for Cross-view Geo-localization7 Nov 2024 0 repositories listed
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Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification7 Nov 2024 0 repositories listed
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NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA6 Nov 2024 0 repositories listed
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Privacy Preserving Mechanisms for Coordinating Airspace Usage in Advanced Air Mobility6 Nov 2024 0 repositories listed
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Privacy-Preserving Resilient Vector Consensus6 Nov 2024 0 repositories listed
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Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysis6 Nov 2024 0 repositories listed
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A Study of Data Augmentation Techniques to Overcome Data Scarcity in Wound Classification using Deep Learning4 Nov 2024 0 repositories listed
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Differentially private and decentralized randomized power method4 Nov 2024 0 repositories listed
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Pseudo-Probability Unlearning: Towards Efficient and Privacy-Preserving Machine Unlearning4 Nov 2024 0 repositories listed
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R+R:Understanding Hyperparameter Effects in DP-SGD4 Nov 2024 0 repositories listed
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User-wise Perturbations for User Identity Protection in EEG-Based BCIs4 Nov 2024 0 repositories listed
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Privacy-Preserving Customer Churn Prediction Model in the Context of Telecommunication Industry3 Nov 2024 0 repositories listed