Browse State-of-the-Art › Privacy Preserving › Papers, page 15
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 15 of 30: papers 1,401 to 1,500 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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Anonymization Prompt Learning for Facial Privacy-Preserving Text-to-Image Generation27 May 2024 0 repositories listed
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FedHPL: Efficient Heterogeneous Federated Learning with Prompt Tuning and Logit Distillation27 May 2024 0 repositories listed
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LabObf: A Label Protection Scheme for Vertical Federated Learning Through Label Obfuscation27 May 2024 0 repositories listed
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Privacy and Security Trade-off in Interconnected Systems with Known or Unknown Privacy Noise Covariance27 May 2024 0 repositories listed
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Noisy Data Meets Privacy: Training Local Models with Post-Processed Remote Queries25 May 2024 0 repositories listed
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Privacy-preserving recommender system using the data collaboration analysis for distributed datasets24 May 2024 0 repositories listed
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Scaling up the Banded Matrix Factorization Mechanism for Differentially Private ML24 May 2024 0 repositories listed
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Comet: A Communication-efficient and Performant Approximation for Private Transformer Inference24 May 2024 0 repositories listed
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A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results23 May 2024 0 repositories listed
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AdaFedFR: Federated Face Recognition with Adaptive Inter-Class Representation Learning22 May 2024 0 repositories listed
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AdpQ: A Zero-shot Calibration Free Adaptive Post Training Quantization Method for LLMs22 May 2024 0 repositories listed
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Task-agnostic Decision Transformer for Multi-type Agent Control with Federated Split Training22 May 2024 0 repositories listed
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StatAvg: Mitigating Data Heterogeneity in Federated Learning for Intrusion Detection Systems20 May 2024 0 repositories listed
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FeMLoc: Federated Meta-learning for Adaptive Wireless Indoor Localization Tasks in IoT Networks17 May 2024 0 repositories listed
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Advances in Robust Federated Learning: Heterogeneity Considerations16 May 2024 0 repositories listed
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Dealing Doubt: Unveiling Threat Models in Gradient Inversion Attacks under Federated Learning, A Survey and Taxonomy16 May 2024 0 repositories listed
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The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective16 May 2024 0 repositories listed
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Byzantine-Resilient Secure Aggregation for Federated Learning Without Privacy Compromises14 May 2024 0 repositories listed
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Differentially Private Federated Learning: A Systematic Review14 May 2024 0 repositories listed
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Mitigating federated learning contribution allocation instability through randomized aggregation13 May 2024 0 repositories listed
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Navigating the Future of Federated Recommendation Systems with Foundation Models12 May 2024 0 repositories listed
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Communication-efficient and Differentially-private Distributed Nash Equilibrium Seeking with Linear Convergence8 May 2024 0 repositories listed
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A2-DIDM: Privacy-preserving Accumulator-enabled Auditing for Distributed Identity of DNN Model7 May 2024 0 repositories listed
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Federated Graph Condensation with Information Bottleneck Principles7 May 2024 0 repositories listed
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IPFed: Identity protected federated learning for user authentication7 May 2024 0 repositories listed
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Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference7 May 2024 0 repositories listed
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Differentially Private Federated Learning without Noise Addition: When is it Possible?6 May 2024 0 repositories listed
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The Federation Strikes Back: A Survey of Federated Learning Privacy Attacks, Defenses, Applications, and Policy Landscape6 May 2024 0 repositories listed
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GI-SMN: Gradient Inversion Attack against Federated Learning without Prior Knowledge6 May 2024 0 repositories listed
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Enhancing Mutual Trustworthiness in Federated Learning for Data-Rich Smart Cities1 May 2024 0 repositories listed
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Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning29 Apr 2024 0 repositories listed
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Privacy-Preserving Aggregation for Decentralized Learning with Byzantine-Robustness27 Apr 2024 0 repositories listed
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Privacy-Preserving, Dropout-Resilient Aggregation in Decentralized Learning27 Apr 2024 0 repositories listed
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On the Federated Learning Framework for Cooperative Perception26 Apr 2024 0 repositories listed
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Privacy-Preserving Statistical Data Generation: Application to Sepsis Detection25 Apr 2024 0 repositories listed
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Blind Federated Learning without initial model24 Apr 2024 0 repositories listed
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Brain Storm Optimization Based Swarm Learning for Diabetic Retinopathy Image Classification24 Apr 2024 0 repositories listed
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G3R: Generating Rich and Fine-grained mmWave Radar Data from 2D Videos for Generalized Gesture Recognition23 Apr 2024 0 repositories listed
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Private Optimal Inventory Policy Learning for Feature-based Newsvendor with Unknown Demand23 Apr 2024 0 repositories listed
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MultiConfederated Learning: Inclusive Non-IID Data handling with Decentralized Federated Learning20 Apr 2024 0 repositories listed
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PATE-TripleGAN: Privacy-Preserving Image Synthesis with Gaussian Differential Privacy19 Apr 2024 0 repositories listed
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Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning19 Apr 2024 0 repositories listed
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Centralized vs. Decentralized Multi-Agent Reinforcement Learning for Enhanced Control of Electric Vehicle Charging Networks18 Apr 2024 0 repositories listed
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FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom18 Apr 2024 0 repositories listed
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Privacy-Preserving UCB Decision Process Verification via zk-SNARKs18 Apr 2024 0 repositories listed
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FedEGG: Federated Learning with Explicit Global Guidance18 Apr 2024 0 repositories listed
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A Federated Learning Approach to Privacy Preserving Offensive Language Identification17 Apr 2024 0 repositories listed
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A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications17 Apr 2024 0 repositories listed
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Clipped SGD Algorithms for Performative Prediction: Tight Bounds for Clipping Bias and Remedies17 Apr 2024 0 repositories listed
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Privacy-Preserving Intrusion Detection using Convolutional Neural Networks15 Apr 2024 0 repositories listed
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Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation14 Apr 2024 0 repositories listed
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FedCCL: Federated Dual-Clustered Feature Contrast Under Domain Heterogeneity14 Apr 2024 0 repositories listed
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Differentially Private GANs for Generating Synthetic Indoor Location Data10 Apr 2024 0 repositories listed
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Improving Multi-Center Generalizability of GAN-Based Fat Suppression using Federated Learning10 Apr 2024 0 repositories listed
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Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data10 Apr 2024 0 repositories listed
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The Sandwich meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding10 Apr 2024 0 repositories listed
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Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models9 Apr 2024 0 repositories listed
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Privacy Preserving Prompt Engineering: A Survey9 Apr 2024 0 repositories listed
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Sensing-Resistance-Oriented Beamforming for Privacy Protection from ISAC Devices8 Apr 2024 0 repositories listed
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PlateSegFL: A Privacy-Preserving License Plate Detection Using Federated Segmentation Learning7 Apr 2024 0 repositories listed
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Exploring Lightweight Federated Learning for Distributed Load Forecasting4 Apr 2024 0 repositories listed
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Gaussian-Smoothed Sliced Probability Divergences4 Apr 2024 0 repositories listed
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Deep Privacy Funnel Model: From a Discriminative to a Generative Approach with an Application to Face Recognition3 Apr 2024 0 repositories listed
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Robust Federated Learning for Wireless Networks: A Demonstration with Channel Estimation3 Apr 2024 0 repositories listed
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Addressing Heterogeneity in Federated Load Forecasting with Personalization Layers1 Apr 2024 0 repositories listed
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Can LLMs get help from other LLMs without revealing private information?1 Apr 2024 0 repositories listed
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Privacy-preserving Optics for Enhancing Protection in Face De-identification31 Mar 2024 0 repositories listed
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DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering30 Mar 2024 0 repositories listed
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Homomorphic WiSARDs: Efficient Weightless Neural Network training over encrypted data29 Mar 2024 0 repositories listed
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Robust Federated Contrastive Recommender System against Model Poisoning Attack29 Mar 2024 0 repositories listed
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Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning28 Mar 2024 0 repositories listed
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Privacy-Preserving Distributed Nonnegative Matrix Factorization27 Mar 2024 0 repositories listed
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Hawk: Accurate and Fast Privacy-Preserving Machine Learning Using Secure Lookup Table Computation26 Mar 2024 0 repositories listed
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Bridging Privacy and Robustness for Trustworthy Machine Learning25 Mar 2024 0 repositories listed
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Engagement Measurement Based on Facial Landmarks and Spatial-Temporal Graph Convolutional Networks25 Mar 2024 0 repositories listed
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FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN25 Mar 2024 0 repositories listed
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Contrastive Learning on Multimodal Analysis of Electronic Health Records22 Mar 2024 0 repositories listed
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Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization22 Mar 2024 0 repositories listed
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Privacy-Preserving End-to-End Spoken Language Understanding22 Mar 2024 0 repositories listed
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A Control-Recoverable Added-Noise-based Privacy Scheme for LQ Control in Networked Control Systems20 Mar 2024 0 repositories listed
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Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?20 Mar 2024 0 repositories listed
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Advancing Explainable Autonomous Vehicle Systems: A Comprehensive Review and Research Roadmap19 Mar 2024 0 repositories listed
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Selective, Interpretable, and Motion Consistent Privacy Attribute Obfuscation for Action Recognition19 Mar 2024 0 repositories listed
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Improving LoRA in Privacy-preserving Federated Learning18 Mar 2024 0 repositories listed
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Low-Cost Privacy-Preserving Decentralized Learning18 Mar 2024 0 repositories listed
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Double-Private Distributed Estimation Algorithm Using Differential Privacy and a Key-Like Proportionate Matrix with Its Performance Analysis17 Mar 2024 0 repositories listed
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Edge Private Graph Neural Networks with Singular Value Perturbation16 Mar 2024 0 repositories listed
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Adaptive Hybrid Masking Strategy for Privacy-Preserving Face Recognition Against Model Inversion Attack14 Mar 2024 0 repositories listed
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Empowering Healthcare through Privacy-Preserving MRI Analysis14 Mar 2024 0 repositories listed
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Metadata-Driven Federated Learning of Connectional Brain Templates in Non-IID Multi-Domain Scenarios14 Mar 2024 0 repositories listed
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A Framework for Cost-Effective and Self-Adaptive LLM Shaking and Recovery Mechanism12 Mar 2024 0 repositories listed
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Quantifying and Mitigating Privacy Risks for Tabular Generative Models12 Mar 2024 0 repositories listed
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FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning10 Mar 2024 0 repositories listed
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Federated Learning Method for Preserving Privacy in Face Recognition System8 Mar 2024 0 repositories listed
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Architectural Blueprint For Heterogeneity-Resilient Federated Learning7 Mar 2024 0 repositories listed
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Privacy-preserving Fine-tuning of Large Language Models through Flatness7 Mar 2024 0 repositories listed
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A Privacy-Preserving Framework with Multi-Modal Data for Cross-Domain Recommendation6 Mar 2024 0 repositories listed
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Wildest Dreams: Reproducible Research in Privacy-preserving Neural Network Training6 Mar 2024 0 repositories listed
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A Federated Deep Learning Approach for Privacy-Preserving Real-Time Transient Stability Predictions in Power Systems5 Mar 2024 0 repositories listed
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Data Collaboration Analysis with Orthonormal Basis Selection and Alignment5 Mar 2024 0 repositories listed