Browse State-of-the-Art › Privacy Preserving › Papers, page 11
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 11 of 30: papers 1,001 to 1,100 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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Asynchronous Personalized Federated Learning through Global Memorization1 Mar 2025 0 repositories listed
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Differentially Private Recursive Least Squares Estimation for ARX Systems with Multi-Participants28 Feb 2025 0 repositories listed
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FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework27 Feb 2025 0 repositories listed
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Model-Free Privacy Preserving Power Flow Analysis in Distribution Networks27 Feb 2025 0 repositories listed
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Chemical knowledge-informed framework for privacy-aware retrosynthesis learning26 Feb 2025 0 repositories listed
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A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning25 Feb 2025 0 repositories listed
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Differentially Private Iterative Screening Rules for Linear Regression25 Feb 2025 0 repositories listed
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H-FLTN: A Privacy-Preserving Hierarchical Framework for Electric Vehicle Spatio-Temporal Charge Prediction25 Feb 2025 0 repositories listed
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On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels25 Feb 2025 0 repositories listed
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Differential privacy guarantees of Markov chain Monte Carlo algorithms24 Feb 2025 0 repositories listed
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Design and Implementation of a Scalable Clinical Data Warehouse for Resource-Constrained Healthcare Systems23 Feb 2025 0 repositories listed
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Exploring Incremental Unlearning: Techniques, Challenges, and Future Directions23 Feb 2025 0 repositories listed
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RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis23 Feb 2025 0 repositories listed
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FedORGP: Guiding Heterogeneous Federated Learning with Orthogonality Regularization on Global Prototypes22 Feb 2025 0 repositories listed
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PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation21 Feb 2025 0 repositories listed
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Federated Fine-Tuning of Large Language Models: Kahneman-Tversky vs. Direct Preference Optimization20 Feb 2025 0 repositories listed
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ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting20 Feb 2025 0 repositories listed
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PRIV-QA: Privacy-Preserving Question Answering for Cloud Large Language Models19 Feb 2025 0 repositories listed
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Secure Federated Data Distillation19 Feb 2025 0 repositories listed
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Federated Learning-Driven Cybersecurity Framework for IoT Networks with Privacy-Preserving and Real-Time Threat Detection Capabilities14 Feb 2025 0 repositories listed
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Ten Challenging Problems in Federated Foundation Models14 Feb 2025 0 repositories listed
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A Survey on LLM-based News Recommender Systems13 Feb 2025 0 repositories listed
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Fine-Tuning Foundation Models with Federated Learning for Privacy Preserving Medical Time Series Forecasting13 Feb 2025 0 repositories listed
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Linear-Time User-Level DP-SCO via Robust Statistics13 Feb 2025 0 repositories listed
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Privacy-Preserving Hybrid Ensemble Model for Network Anomaly Detection: Balancing Security and Data Protection13 Feb 2025 0 repositories listed
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RLSA-PFL: Robust Lightweight Secure Aggregation with Model Inconsistency Detection in Privacy-Preserving Federated Learning13 Feb 2025 0 repositories listed
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Vertical Federated Continual Learning via Evolving Prototype Knowledge13 Feb 2025 0 repositories listed
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Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly12 Feb 2025 0 repositories listed
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AI-VERDE: A Gateway for Egalitarian Access to Large Language Model-Based Resources For Educational Institutions11 Feb 2025 0 repositories listed
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A Survey on Video Analytics in Cloud-Edge-Terminal Collaborative Systems10 Feb 2025 0 repositories listed
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Federated Continual Learning: Concepts, Challenges, and Solutions10 Feb 2025 0 repositories listed
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Generating Privacy-Preserving Personalized Advice with Zero-Knowledge Proofs and LLMs10 Feb 2025 0 repositories listed
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Privacy-Preserving Dataset Combination9 Feb 2025 0 repositories listed
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Secure Visual Data Processing via Federated Learning9 Feb 2025 0 repositories listed
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Differential Privacy of Quantum and Quantum-Inspired-Classical Recommendation Algorithms7 Feb 2025 0 repositories listed
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DMPA: Model Poisoning Attacks on Decentralized Federated Learning for Model Differences7 Feb 2025 0 repositories listed
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LATTEO: A Framework to Support Learning Asynchronously Tempered with Trusted Execution and Obfuscation7 Feb 2025 0 repositories listed
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AI-Based Thermal Video Analysis in Privacy-Preserving Healthcare: A Case Study on Detecting Time of Birth5 Feb 2025 0 repositories listed
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Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies5 Feb 2025 0 repositories listed
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Privacy-Preserving Generative Models: A Comprehensive Survey5 Feb 2025 0 repositories listed
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A Framework for Double-Blind Federated Adaptation of Foundation Models3 Feb 2025 0 repositories listed
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A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis3 Feb 2025 0 repositories listed
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Encrypted Large Model Inference: The Equivariant Encryption Paradigm3 Feb 2025 0 repositories listed
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FedGES: A Federated Learning Approach for BN Structure Learning3 Feb 2025 0 repositories listed
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Learning with Differentially Private (Sliced) Wasserstein Gradients3 Feb 2025 0 repositories listed
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Privacy Preserving Properties of Vision Classifiers2 Feb 2025 0 repositories listed
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SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models2 Feb 2025 0 repositories listed
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Norm-Bounded Low-Rank Adaptation31 Jan 2025 0 repositories listed
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Privacy Preserving Charge Location Prediction for Electric Vehicles31 Jan 2025 0 repositories listed
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S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning31 Jan 2025 0 repositories listed
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Year-over-Year Developments in Financial Fraud Detection via Deep Learning: A Systematic Literature Review31 Jan 2025 0 repositories listed
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Advancing Personalized Federated Learning: Integrative Approaches with AI for Enhanced Privacy and Customization30 Jan 2025 0 repositories listed
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Exploring Audio Editing Features as User-Centric Privacy Defenses Against Large Language Model(LLM) Based Emotion Inference Attacks30 Jan 2025 0 repositories listed
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Targeted Data Fusion for Causal Survival Analysis Under Distribution Shift30 Jan 2025 0 repositories listed
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A Survey on Cluster-based Federated Learning29 Jan 2025 0 repositories listed
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Privacy-Preserving Edge Speech Understanding with Tiny Foundation Models29 Jan 2025 0 repositories listed
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Secure Federated Graph-Filtering for Recommender Systems28 Jan 2025 0 repositories listed
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AI-Driven Secure Data Sharing: A Trustworthy and Privacy-Preserving Approach26 Jan 2025 0 repositories listed
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Decentralized Low-Rank Fine-Tuning of Large Language Models26 Jan 2025 0 repositories listed
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FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment26 Jan 2025 0 repositories listed
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Optimal Strategies for Federated Learning Maintaining Client Privacy24 Jan 2025 0 repositories listed
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SoK: What Makes Private Learning Unfair?24 Jan 2025 0 repositories listed
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AirTOWN: A Privacy-Preserving Mobile App for Real-time Pollution-Aware POI Suggestion23 Jan 2025 0 repositories listed
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Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models23 Jan 2025 0 repositories listed
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A Selective Homomorphic Encryption Approach for Faster Privacy-Preserving Federated Learning22 Jan 2025 0 repositories listed
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FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor Sampling22 Jan 2025 0 repositories listed
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Practical quantum federated learning and its experimental demonstration22 Jan 2025 0 repositories listed
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Deploying Privacy Guardrails for LLMs: A Comparative Analysis of Real-World Applications21 Jan 2025 0 repositories listed
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Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy21 Jan 2025 0 repositories listed
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Guided Persona-based AI Surveys: Can we replicate personal mobility preferences at scale using LLMs?20 Jan 2025 0 repositories listed
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Trustformer: A Trusted Federated Transformer20 Jan 2025 0 repositories listed
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Federated Testing (FedTest): A New Scheme to Enhance Convergence and Mitigate Adversarial Attacks in Federating Learning19 Jan 2025 0 repositories listed
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LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice19 Jan 2025 0 repositories listed
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Multi-Task Over-the-Air Federated Learning in Cell-Free Massive MIMO Systems17 Jan 2025 0 repositories listed
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Resource-Constrained Federated Continual Learning: What Does Matter?15 Jan 2025 0 repositories listed
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Maximizing Uncertainty for Federated learning via Bayesian Optimisation-based Model Poisoning14 Jan 2025 0 repositories listed
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Privacy-Preserving Model and Preprocessing Verification for Machine Learning14 Jan 2025 0 repositories listed
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EVA-S2PLoR: A Secure Element-wise Multiplication Meets Logistic Regression on Heterogeneous Database9 Jan 2025 0 repositories listed
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TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning9 Jan 2025 0 repositories listed
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Decentralised Resource Sharing in TinyML: Wireless Bilayer Gossip Parallel SGD for Collaborative Learning8 Jan 2025 0 repositories listed
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Federated Fine-Tuning of LLMs: Framework Comparison and Research Directions8 Jan 2025 0 repositories listed
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Forecasting Anonymized Electricity Load Profiles8 Jan 2025 0 repositories listed
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Lossless Privacy-Preserving Aggregation for Decentralized Federated Learning8 Jan 2025 0 repositories listed
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Navigating the Designs of Privacy-Preserving Fine-tuning for Large Language Models8 Jan 2025 0 repositories listed
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Privacy-Preserving Distributed Online Mirror Descent for Nonconvex Optimization8 Jan 2025 0 repositories listed
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Reach Measurement, Optimization and Frequency Capping In Targeted Online Advertising Under k-Anonymity8 Jan 2025 0 repositories listed
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VerifBFL: Leveraging zk-SNARKs for A Verifiable Blockchained Federated Learning8 Jan 2025 0 repositories listed
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Optimizing Value of Learning in Task-Oriented Federated Meta-Learning Systems7 Jan 2025 0 repositories listed
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From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning6 Jan 2025 0 repositories listed
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The Robustness of Spiking Neural Networks in Federated Learning with Compression Against Non-omniscient Byzantine Attacks6 Jan 2025 0 repositories listed
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Towards the Anonymization of the Language Modeling5 Jan 2025 0 repositories listed
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Efficient Deployment of Large Language Models on Resource-constrained Devices5 Jan 2025 0 repositories listed
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Distinguish Then Exploit: Source-free Open Set Domain Adaptation via Weight Barcode Estimation and Sparse Label Assignment1 Jan 2025 0 repositories listed
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Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution1 Jan 2025 0 repositories listed
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Gaussian Splatting Feature Fields for (Privacy-Preserving) Visual Localization1 Jan 2025 0 repositories listed
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pFedMxF: Personalized Federated Class-Incremental Learning with Mixture of Frequency Aggregation1 Jan 2025 0 repositories listed
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Unlearning through Knowledge Overwriting: Reversible Federated Unlearning via Selective Sparse Adapter1 Jan 2025 0 repositories listed
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Privacy-Preserving Distributed Defense Framework for DC Microgrids Against Exponentially Unbounded False Data Injection Attacks31 Dec 2024 0 repositories listed
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Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing30 Dec 2024 0 repositories listed
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Federated Learning with Workload Reduction through Partial Training of Client Models and Entropy-Based Data Selection30 Dec 2024 0 repositories listed