Browse State-of-the-Art › Privacy Preserving › Papers, page 14
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 14 of 30: papers 1,301 to 1,400 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-preserving Universal Adversarial Defense for Black-box Models20 Aug 2024 0 repositories listed
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ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect19 Aug 2024 0 repositories listed
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Feasibility of assessing cognitive impairment via distributed camera network and privacy-preserving edge computing19 Aug 2024 0 repositories listed
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A Multivocal Literature Review on Privacy and Fairness in Federated Learning16 Aug 2024 0 repositories listed
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A survey on secure decentralized optimization and learning16 Aug 2024 0 repositories listed
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Enhancing Object Detection with Hybrid dataset in Manufacturing Environments: Comparing Federated Learning to Conventional Techniques16 Aug 2024 0 repositories listed
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Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes16 Aug 2024 0 repositories listed
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Privacy-Preserving Vision Transformer Using Images Encrypted with Restricted Random Permutation Matrices16 Aug 2024 0 repositories listed
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Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices15 Aug 2024 0 repositories listed
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TableGuard -- Securing Structured & Unstructured Data13 Aug 2024 0 repositories listed
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Fast John Ellipsoid Computation with Differential Privacy Optimization12 Aug 2024 0 repositories listed
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Deep Learning with Data Privacy via Residual Perturbation11 Aug 2024 0 repositories listed
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PriPHiT: Privacy-Preserving Hierarchical Training of Deep Neural Networks9 Aug 2024 0 repositories listed
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Semantic-Enabled 6G Communication: A Task-oriented and Privacy-preserving Perspective8 Aug 2024 0 repositories listed
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Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal7 Aug 2024 0 repositories listed
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HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection6 Aug 2024 0 repositories listed
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IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection3 Aug 2024 0 repositories listed
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Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix2 Aug 2024 0 repositories listed
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Long-Term Conversation Analysis: Privacy-Utility Trade-off under Noise and Reverberation1 Aug 2024 0 repositories listed
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Explainable Artificial Intelligence for Quantifying Interfering and High-Risk Behaviors in Autism Spectrum Disorder in a Real-World Classroom Environment Using Privacy-Preserving Video Analysis31 Jul 2024 0 repositories listed
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Federated Knowledge Recycling: Privacy-Preserving Synthetic Data Sharing30 Jul 2024 0 repositories listed
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Context-Enhanced CSI Tracking Using Koopman-Inspired Dual Autoencoders in Dynamic Wireless Environments29 Jul 2024 0 repositories listed
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Federated Learning based Latent Factorization of Tensors for Privacy-Preserving QoS Prediction29 Jul 2024 0 repositories listed
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Unleash the Power of Ellipsis: Accuracy-enhanced Sparse Vector Technique with Exponential Noise29 Jul 2024 0 repositories listed
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FedAR: Addressing Client Unavailability in Federated Learning with Local Update Approximation and Rectification26 Jul 2024 0 repositories listed
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FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction26 Jul 2024 0 repositories listed
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Unveiling Privacy Vulnerabilities: Investigating the Role of Structure in Graph Data26 Jul 2024 0 repositories listed
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Privacy-Preserving Hierarchical Model-Distributed Inference25 Jul 2024 0 repositories listed
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Privacy Threats and Countermeasures in Federated Learning for Internet of Things: A Systematic Review25 Jul 2024 0 repositories listed
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SCALE: Self-regulated Clustered federAted LEarning in a Homogeneous Environment25 Jul 2024 0 repositories listed
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A Hybrid Federated Kernel Regularized Least Squares Algorithm24 Jul 2024 0 repositories listed
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Low-Latency Privacy-Preserving Deep Learning Design via Secure MPC24 Jul 2024 0 repositories listed
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SFPrompt: Communication-Efficient Split Federated Fine-Tuning for Large Pre-Trained Models over Resource-Limited Devices24 Jul 2024 0 repositories listed
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Theoretical Analysis of Privacy Leakage in Trustworthy Federated Learning: A Perspective from Linear Algebra and Optimization Theory23 Jul 2024 0 repositories listed
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Resource-Efficient Federated Multimodal Learning via Layer-wise and Progressive Training22 Jul 2024 0 repositories listed
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Privacy-Preserving Multi-Center Differential Protein Abundance Analysis with FedProt21 Jul 2024 0 repositories listed
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Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach20 Jul 2024 0 repositories listed
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A Secure and Efficient Distributed Semantic Communication System for Heterogeneous Internet of Things19 Jul 2024 0 repositories listed
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Privacy-preserving gradient-based fair federated learning18 Jul 2024 0 repositories listed
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RT-Pose: A 4D Radar Tensor-based 3D Human Pose Estimation and Localization Benchmark18 Jul 2024 0 repositories listed
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CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging16 Jul 2024 0 repositories listed
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Enhancing stop location detection for incomplete urban mobility datasets16 Jul 2024 0 repositories listed
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Feature Inference Attack on Shapley Values16 Jul 2024 0 repositories listed
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Intelligent Cross-Organizational Process Mining: A Survey and New Perspectives15 Jul 2024 0 repositories listed
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Harvesting Private Medical Images in Federated Learning Systems with Crafted Models13 Jul 2024 0 repositories listed
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Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator13 Jul 2024 0 repositories listed
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FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder12 Jul 2024 0 repositories listed
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Mobile Edge Intelligence for Large Language Models: A Contemporary Survey9 Jul 2024 0 repositories listed
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Synthetic Data: Revisiting the Privacy-Utility Trade-off9 Jul 2024 0 repositories listed
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Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges9 Jul 2024 0 repositories listed
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A Benchmark for Multi-speaker Anonymization8 Jul 2024 0 repositories listed
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Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment8 Jul 2024 0 repositories listed
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Federated Knowledge Transfer Fine-tuning Large Server Model with Resource-Constrained IoT Clients7 Jul 2024 0 repositories listed
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Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients6 Jul 2024 0 repositories listed
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Robust Skin Color Driven Privacy Preserving Face Recognition via Function Secret Sharing6 Jul 2024 0 repositories listed
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A Unified Learn-to-Distort-Data Framework for Privacy-Utility Trade-off in Trustworthy Federated Learning5 Jul 2024 0 repositories listed
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Non-Cooperative Backdoor Attacks in Federated Learning: A New Threat Landscape5 Jul 2024 0 repositories listed
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FedSat: A Statistical Aggregation Approach for Class Imbalanced Clients in Federated Learning4 Jul 2024 0 repositories listed
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Correlated Privacy Mechanisms for Differentially Private Distributed Mean Estimation3 Jul 2024 0 repositories listed
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Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature3 Jul 2024 0 repositories listed
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Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks3 Jul 2024 0 repositories listed
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Zero-X: A Blockchain-Enabled Open-Set Federated Learning Framework for Zero-Day Attack Detection in IoV3 Jul 2024 0 repositories listed
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Federated Distillation for Medical Image Classification: Towards Trustworthy Computer-Aided Diagnosis2 Jul 2024 0 repositories listed
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Characterizing Stereotypical Bias from Privacy-preserving Pre-Training30 Jun 2024 0 repositories listed
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Privacy-Preserving and Trustworthy Deep Learning for Medical Imaging29 Jun 2024 0 repositories listed
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A Quantization-based Technique for Privacy Preserving Distributed Learning26 Jun 2024 0 repositories listed
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Privacy Preserving Reinforcement Learning for Population Processes25 Jun 2024 0 repositories listed
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Robust Zero Trust Architecture: Joint Blockchain based Federated learning and Anomaly Detection based Framework24 Jun 2024 0 repositories listed
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Privacy Preserving Machine Learning for Electronic Health Records using Federated Learning and Differential Privacy23 Jun 2024 0 repositories listed
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Privacy Implications of Explainable AI in Data-Driven Systems22 Jun 2024 0 repositories listed
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Communication-Efficient and Privacy-Preserving Decentralized Meta-Learning19 Jun 2024 0 repositories listed
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PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models18 Jun 2024 0 repositories listed
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Update Selective Parameters: Federated Machine Unlearning Based on Model Explanation18 Jun 2024 0 repositories listed
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Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions16 Jun 2024 0 repositories listed
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Privacy-Preserving Heterogeneous Federated Learning for Sensitive Healthcare Data15 Jun 2024 0 repositories listed
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Heterogeneous Federated Learning with Convolutional and Spiking Neural Networks14 Jun 2024 0 repositories listed
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Speed-up of Data Analysis with Kernel Trick in Encrypted Domain14 Jun 2024 0 repositories listed
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Applying Multi-Agent Negotiation to Solve the Production Routing Problem With Privacy Preserving13 Jun 2024 0 repositories listed
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A LoRa-based Energy-efficient Sensing System for Urban Data Collection10 Jun 2024 0 repositories listed
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Optimal Federated Learning for Nonparametric Regression with Heterogeneous Distributed Differential Privacy Constraints10 Jun 2024 0 repositories listed
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Privacy-Preserving Optimal Parameter Selection for Collaborative Clustering8 Jun 2024 0 repositories listed
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Contrastive Explainable Clustering with Differential Privacy7 Jun 2024 0 repositories listed
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Marking the Pace: A Blockchain-Enhanced Privacy-Traceable Strategy for Federated Recommender Systems7 Jun 2024 0 repositories listed
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NAP^2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human6 Jun 2024 0 repositories listed
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Mixed-Precision Federated Learning via Multi-Precision Over-The-Air Aggregation4 Jun 2024 0 repositories listed
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SSNet: A Lightweight Multi-Party Computation Scheme for Practical Privacy-Preserving Machine Learning Service in the Cloud4 Jun 2024 0 repositories listed
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ST-DPGAN: A Privacy-preserving Framework for Spatiotemporal Data Generation4 Jun 2024 0 repositories listed
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Efficient Data Distribution Estimation for Accelerated Federated Learning3 Jun 2024 0 repositories listed
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FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation3 Jun 2024 0 repositories listed
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No Vandalism: Privacy-Preserving and Byzantine-Robust Federated Learning3 Jun 2024 0 repositories listed
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PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration3 Jun 2024 0 repositories listed
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A Novel Review of Stability Techniques for Improved Privacy-Preserving Machine Learning31 May 2024 0 repositories listed
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GANcrop: A Contrastive Defense Against Backdoor Attacks in Federated Learning31 May 2024 0 repositories listed
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No Free Lunch Theorem for Privacy-Preserving LLM Inference31 May 2024 0 repositories listed
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Responsible AI for Earth Observation31 May 2024 0 repositories listed
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Exploring the Practicality of Federated Learning: A Survey Towards the Communication Perspective30 May 2024 0 repositories listed
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Gradient Inversion of Federated Diffusion Models30 May 2024 0 repositories listed
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Just Rewrite It Again: A Post-Processing Method for Enhanced Semantic Similarity and Privacy Preservation of Differentially Private Rewritten Text30 May 2024 0 repositories listed
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Enhancing Security and Privacy in Federated Learning using Low-Dimensional Update Representation and Proximity-Based Defense29 May 2024 0 repositories listed
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Privacy Preserving Data Imputation via Multi-party Computation for Medical Applications29 May 2024 0 repositories listed