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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 10 of 30: papers 901 to 1,000 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.

• Democratizing Differential Privacy: A Participatory AI Framework for Public Decision-Making
  30 Apr 2025 0 repositories listed
• Quantitative Auditing of AI Fairness with Differentially Private Synthetic Data
  30 Apr 2025 0 repositories listed
• Federated Learning-based Semantic Segmentation for Lane and Object Detection in Autonomous Driving
  26 Apr 2025 0 repositories listed
• Differential Privacy-Driven Framework for Enhancing Heart Disease Prediction
  25 Apr 2025 0 repositories listed
• DiffUMI: Training-Free Universal Model Inversion via Unconditional Diffusion for Face Recognition
  25 Apr 2025 0 repositories listed
• Privacy-Preserving Personalized Federated Learning for Distributed Photovoltaic Disaggregation under Statistical Heterogeneity
  25 Apr 2025 0 repositories listed
• Switch-Based Multi-Part Neural Network
  25 Apr 2025 0 repositories listed
• Optimizing the Privacy-Utility Balance using Synthetic Data and Configurable Perturbation Pipelines
  24 Apr 2025 0 repositories listed
• Case Study: Fine-tuning Small Language Models for Accurate and Private CWE Detection in Python Code
  23 Apr 2025 0 repositories listed
• Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections
  23 Apr 2025 0 repositories listed
• Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology
  23 Apr 2025 0 repositories listed
• Federated Latent Factor Model for Bias-Aware Recommendation with Privacy-Preserving
  21 Apr 2025 0 repositories listed
• Values in the Wild: Discovering and Analyzing Values in Real-World Language Model Interactions
  21 Apr 2025 0 repositories listed
• A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs
  20 Apr 2025 0 repositories listed
• Balancing Privacy and Action Performance: A Penalty-Driven Approach to Image Anonymization
  19 Apr 2025 0 repositories listed
• A synthetic dataset of French electric load curves with temperature conditioning
  18 Apr 2025 0 repositories listed
• Privacy-Preserving Operating Room Workflow Analysis using Digital Twins
  17 Apr 2025 0 repositories listed
• ForgetMe: Evaluating Selective Forgetting in Generative Models
  17 Apr 2025 0 repositories listed
• VLLFL: A Vision-Language Model Based Lightweight Federated Learning Framework for Smart Agriculture
  17 Apr 2025 0 repositories listed
• Benchmarking Mutual Information-based Loss Functions in Federated Learning
  16 Apr 2025 0 repositories listed
• EdgePrompt: A Distributed Key-Value Inference Framework for LLMs in 6G Networks
  16 Apr 2025 0 repositories listed
• Thousand Voices of Trauma: A Large-Scale Synthetic Dataset for Modeling Prolonged Exposure Therapy Conversations
  16 Apr 2025 0 repositories listed
• Differentially Private 2D Human Pose Estimation
  14 Apr 2025 0 repositories listed
• Towards Unbiased Federated Graph Learning: Label and Topology Perspectives
  14 Apr 2025 0 repositories listed
• Federated Learning with Layer Skipping: Efficient Training of Large Language Models for Healthcare NLP
  13 Apr 2025 0 repositories listed
• Efficient Implementation of Reinforcement Learning over Homomorphic Encryption
  12 Apr 2025 0 repositories listed
• Privacy Preservation in Gen AI Applications
  12 Apr 2025 0 repositories listed
• Boosting multi-demographic federated learning for chest x-ray analysis using general-purpose self-supervised representations
  11 Apr 2025 0 repositories listed
• Explainability and Continual Learning meet Federated Learning at the Network Edge
  11 Apr 2025 0 repositories listed
• Exploring a Patch-Wise Approach for Privacy-Preserving Fake ID Detection
  10 Apr 2025 0 repositories listed
• Privacy-Preserving Vertical K-Means Clustering
  10 Apr 2025 0 repositories listed
• Language Modeling for the Future of Finance: A Quantitative Survey into Metrics, Tasks, and Data Opportunities
  9 Apr 2025 0 repositories listed
• FedEFC: Federated Learning Using Enhanced Forward Correction Against Noisy Labels
  8 Apr 2025 0 repositories listed
• A Novel Algorithm for Personalized Federated Learning: Knowledge Distillation with Weighted Combination Loss
  6 Apr 2025 0 repositories listed
• WeiDetect: Weibull Distribution-Based Defense against Poisoning Attacks in Federated Learning for Network Intrusion Detection Systems
  6 Apr 2025 0 repositories listed
• An Intelligent and Privacy-Preserving Digital Twin Model for Aging-in-Place
  4 Apr 2025 0 repositories listed
• Integrating Identity-Based Identification against Adaptive Adversaries in Federated Learning
  3 Apr 2025 0 repositories listed
• Secure Generalization through Stochastic Bidirectional Parameter Updates Using Dual-Gradient Mechanism
  3 Apr 2025 0 repositories listed
• AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems
  1 Apr 2025 0 repositories listed
• Benchmarking Federated Machine Unlearning methods for Tabular Data
  1 Apr 2025 0 repositories listed
• Exploring Personalized Federated Learning Architectures for Violence Detection in Surveillance Videos
  1 Apr 2025 0 repositories listed
• P2NIA: Privacy-Preserving Non-Iterative Auditing
  1 Apr 2025 0 repositories listed
• Privacy-Preserving Transfer Learning for Community Detection using Locally Distributed Multiple Networks
  1 Apr 2025 0 repositories listed
• Federated Structured Sparse PCA for Anomaly Detection in IoT Networks
  31 Mar 2025 0 repositories listed
• DC-SGD: Differentially Private SGD with Dynamic Clipping through Gradient Norm Distribution Estimation
  29 Mar 2025 0 repositories listed
• EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation
  28 Mar 2025 0 repositories listed
• Adaptive Clipping for Privacy-Preserving Few-Shot Learning: Enhancing Generalization with Limited Data
  27 Mar 2025 0 repositories listed
• Multi-Objective Optimization for Privacy-Utility Balance in Differentially Private Federated Learning
  27 Mar 2025 0 repositories listed
• Resource-Efficient Federated Fine-Tuning Large Language Models for Heterogeneous Data
  27 Mar 2025 0 repositories listed
• Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead
  26 Mar 2025 0 repositories listed
• Domain-incremental White Blood Cell Classification with Privacy-aware Continual Learning
  25 Mar 2025 0 repositories listed
• Noise Resilient Over-The-Air Federated Learning In Heterogeneous Wireless Networks
  25 Mar 2025 0 repositories listed
• Active Inference for Energy Control and Planning in Smart Buildings and Communities
  23 Mar 2025 0 repositories listed
• FedSKD: Aggregation-free Model-heterogeneous Federated Learning using Multi-dimensional Similarity Knowledge Distillation
  23 Mar 2025 0 repositories listed
• Personalized Language Models via Privacy-Preserving Evolutionary Model Merging
  23 Mar 2025 0 repositories listed
• DGAR: A Unified Domain Generalization Framework for RF-Enabled Human Activity Recognition
  22 Mar 2025 0 repositories listed
• Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent
  21 Mar 2025 0 repositories listed
• Federated Cross-Domain Click-Through Rate Prediction With Large Language Model Augmentation
  21 Mar 2025 0 repositories listed
• Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition
  21 Mar 2025 0 repositories listed
• Computation-Efficient and Recognition-Friendly 3D Point Cloud Privacy Protection
  20 Mar 2025 0 repositories listed
• MobiFuse: Learning Universal Human Mobility Patterns through Cross-domain Data Fusion
  20 Mar 2025 0 repositories listed
• Privacy-Preserving Utilization of Distribution System Flexibility for Enhanced TSO-DSO Interoperability: A Novel Machine Learning-Based Optimal Power Flow Approach
  20 Mar 2025 0 repositories listed
• RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility in Autonomous Vehicles
  20 Mar 2025 0 repositories listed
• Defending Against Gradient Inversion Attacks for Biomedical Images via Learnable Data Perturbation
  19 Mar 2025 0 repositories listed
• Prada: Black-Box LLM Adaptation with Private Data on Resource-Constrained Devices
  19 Mar 2025 0 repositories listed
• MOSAIC: Generating Consistent, Privacy-Preserving Scenes from Multiple Depth Views in Multi-Room Environments
  18 Mar 2025 0 repositories listed
• Zero-Knowledge Federated Learning: A New Trustworthy and Privacy-Preserving Distributed Learning Paradigm
  18 Mar 2025 0 repositories listed
• ExChanGeAI: An End-to-End Platform and Efficient Foundation Model for Electrocardiogram Analysis and Fine-tuning
  17 Mar 2025 0 repositories listed
• Federated Mixture-of-Expert for Non-Overlapped Cross-Domain Sequential Recommendation
  17 Mar 2025 0 repositories listed
• PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models
  16 Mar 2025 0 repositories listed
• Synthesizing Privacy-Preserving Text Data via Finetuning without Finetuning Billion-Scale LLMs
  16 Mar 2025 0 repositories listed
• Towards Privacy-Preserving Data-Driven Education: The Potential of Federated Learning
  16 Mar 2025 0 repositories listed
• PA-CFL: Privacy-Adaptive Clustered Federated Learning for Transformer-Based Sales Forecasting on Heterogeneous Retail Data
  15 Mar 2025 0 repositories listed
• Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective
  15 Mar 2025 0 repositories listed
• Research on Large Language Model Cross-Cloud Privacy Protection and Collaborative Training based on Federated Learning
  15 Mar 2025 0 repositories listed
• TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation
  15 Mar 2025 0 repositories listed
• PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders
  14 Mar 2025 0 repositories listed
• One-Shot Federated Unsupervised Domain Adaptation with Scaled Entropy Attention and Multi-Source Smoothed Pseudo Labeling
  13 Mar 2025 0 repositories listed
• Optimal Privacy-Preserving Distributed Median Consensus
  13 Mar 2025 0 repositories listed
• PluralLLM: Pluralistic Alignment in LLMs via Federated Learning
  13 Mar 2025 0 repositories listed
• Faithful and Privacy-Preserving Implementation of Average Consensus
  12 Mar 2025 0 repositories listed
• Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos
  10 Mar 2025 0 repositories listed
• Split-n-Chain: Privacy-Preserving Multi-Node Split Learning with Blockchain-Based Auditability
  10 Mar 2025 0 repositories listed
• FedEM: A Privacy-Preserving Framework for Concurrent Utility Preservation in Federated Learning
  8 Mar 2025 0 repositories listed
• Mitigating Memorization in LLMs using Activation Steering
  8 Mar 2025 0 repositories listed
• SecureGS: Boosting the Security and Fidelity of 3D Gaussian Splatting Steganography
  8 Mar 2025 0 repositories listed
• A Survey on Tabular Data Generation: Utility, Alignment, Fidelity, Privacy, and Beyond
  7 Mar 2025 0 repositories listed
• Algorithmic Data Minimization for Machine Learning over Internet-of-Things Data Streams
  7 Mar 2025 0 repositories listed
• Exploring FMCW Radars and Feature Maps for Activity Recognition: A Benchmark Study
  7 Mar 2025 0 repositories listed
• Uncertainty-Aware Explainable Federated Learning
  7 Mar 2025 0 repositories listed
• Federated Dynamic Modeling and Learning for Spatiotemporal Data Forecasting
  6 Mar 2025 0 repositories listed
• Generalization in Federated Learning: A Conditional Mutual Information Framework
  6 Mar 2025 0 repositories listed
• Incentivizing Multi-Tenant Split Federated Learning for Foundation Models at the Network Edge
  6 Mar 2025 0 repositories listed
• Privacy Preserving and Robust Aggregation for Cross-Silo Federated Learning in Non-IID Settings
  6 Mar 2025 0 repositories listed
• Knowledge Augmentation in Federation: Rethinking What Collaborative Learning Can Bring Back to Decentralized Data
  5 Mar 2025 0 repositories listed
• Privacy is All You Need: Revolutionizing Wearable Health Data with Advanced PETs
  5 Mar 2025 0 repositories listed
• Token-Level Privacy in Large Language Models
  5 Mar 2025 0 repositories listed
• Privacy-Preserving Fair Synthetic Tabular Data
  4 Mar 2025 0 repositories listed
• SHADE-AD: An LLM-Based Framework for Synthesizing Activity Data of Alzheimer's Patients
  3 Mar 2025 0 repositories listed
• Towards hyperparameter-free optimization with differential privacy
  2 Mar 2025 0 repositories listed