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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 23 of 30: papers 2,201 to 2,300 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.

• Communication-Efficient Federated Distillation with Active Data Sampling
  14 Mar 2022 0 repositories listed
• Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation
  12 Mar 2022 0 repositories listed
• Federated Remote Physiological Measurement with Imperfect Data
  11 Mar 2022 0 repositories listed
• FedSyn: Synthetic Data Generation using Federated Learning
  11 Mar 2022 0 repositories listed
• No Free Lunch Theorem for Security and Utility in Federated Learning
  11 Mar 2022 0 repositories listed
• Similarity-based Label Inference Attack against Training and Inference of Split Learning
  10 Mar 2022 0 repositories listed
• Conditional Synthetic Data Generation for Personal Thermal Comfort Models
  10 Mar 2022 0 repositories listed
• Faking feature importance: A cautionary tale on the use of differentially-private synthetic data
  2 Mar 2022 0 repositories listed
• Towards Efficient and Stable K-Asynchronous Federated Learning with Unbounded Stale Gradients on Non-IID Data
  2 Mar 2022 0 repositories listed
• FedREP: Towards Horizontal Federated Load Forecasting for Retail Energy Providers
  1 Mar 2022 0 repositories listed
• Privacy-Preserving In-Bed Pose Monitoring: A Fusion and Reconstruction Study
  22 Feb 2022 0 repositories listed
• Collusion Resistant Federated Learning with Oblivious Distributed Differential Privacy
  20 Feb 2022 0 repositories listed
• Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey
  16 Feb 2022 0 repositories listed
• Fair Division with Money and Prices
  16 Feb 2022 0 repositories listed
• No One Left Behind: Inclusive Federated Learning over Heterogeneous Devices
  16 Feb 2022 0 repositories listed
• SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service
  16 Feb 2022 0 repositories listed
• Privacy Preserving Visual Question Answering
  15 Feb 2022 0 repositories listed
• Do Gradient Inversion Attacks Make Federated Learning Unsafe?
  14 Feb 2022 0 repositories listed
• Privacy-preserving Generative Framework Against Membership Inference Attacks
  11 Feb 2022 0 repositories listed
• Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation
  10 Feb 2022 0 repositories listed
• Identifying Backdoor Attacks in Federated Learning via Anomaly Detection
  9 Feb 2022 0 repositories listed
• SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning with Worst-Case Security Guarantees
  8 Feb 2022 0 repositories listed
• ABG: A Multi-Party Mixed Protocol Framework for Privacy-Preserving Cooperative Learning
  7 Feb 2022 0 repositories listed
• Lossy Compression of Noisy Data for Private and Data-Efficient Learning
  7 Feb 2022 0 repositories listed
• More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks
  7 Feb 2022 0 repositories listed
• Energy-Aware Edge Association for Cluster-based Personalized Federated Learning
  6 Feb 2022 0 repositories listed
• Efficient Privacy Preserving Logistic Regression for Horizontally Distributed Data
  5 Feb 2022 0 repositories listed
• Linear Model Against Malicious Adversaries with Local Differential Privacy
  5 Feb 2022 0 repositories listed
• PrivPAS: A real time Privacy-Preserving AI System and applied ethics
  5 Feb 2022 0 repositories listed
• Training Differentially Private Models with Secure Multiparty Computation
  5 Feb 2022 0 repositories listed
• Comparative assessment of federated and centralized machine learning
  3 Feb 2022 0 repositories listed
• Privacy-Aware Crowd Labelling for Machine Learning Tasks
  3 Feb 2022 0 repositories listed
• Improved Regret for Differentially Private Exploration in Linear MDP
  2 Feb 2022 0 repositories listed
• A Privacy-Preserving Image Retrieval Scheme with a Mixture of Plain and EtC Images
  1 Feb 2022 0 repositories listed
• Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs
  1 Feb 2022 0 repositories listed
• Heterogeneous Federated Learning via Grouped Sequential-to-Parallel Training
  31 Jan 2022 0 repositories listed
• Lessons from the AdKDD'21 Privacy-Preserving ML Challenge
  31 Jan 2022 0 repositories listed
• Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors
  31 Jan 2022 0 repositories listed
• Challenges and approaches to privacy preserving post-click conversion prediction
  29 Jan 2022 0 repositories listed
• An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications
  26 Jan 2022 0 repositories listed
• Differentially-Private Heat and Electricity Markets Coordination
  25 Jan 2022 0 repositories listed
• Pre-Trained Language Transformers are Universal Image Classifiers
  25 Jan 2022 0 repositories listed
• Stochastic Coded Federated Learning with Convergence and Privacy Guarantees
  25 Jan 2022 0 repositories listed
• Towards Private Learning on Decentralized Graphs with Local Differential Privacy
  23 Jan 2022 0 repositories listed
• Caring Without Sharing: A Federated Learning Crowdsensing Framework for Diversifying Representation of Cities
  20 Jan 2022 0 repositories listed
• Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization
  19 Jan 2022 0 repositories listed
• Privacy-Aware Human Mobility Prediction via Adversarial Networks
  19 Jan 2022 0 repositories listed
• A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis
  18 Jan 2022 0 repositories listed
• Differentially Private Reinforcement Learning with Linear Function Approximation
  18 Jan 2022 0 repositories listed
• Fairness in Federated Learning for Spatial-Temporal Applications
  17 Jan 2022 0 repositories listed
• FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks
  16 Jan 2022 0 repositories listed
• Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning
  14 Jan 2022 0 repositories listed
• Towards a Data Privacy-Predictive Performance Trade-off
  13 Jan 2022 0 repositories listed
• A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction
  8 Jan 2022 0 repositories listed
• ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems
  8 Jan 2022 0 repositories listed
• LoMar: A Local Defense Against Poisoning Attack on Federated Learning
  8 Jan 2022 0 repositories listed
• Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones
  3 Jan 2022 0 repositories listed
• Exploring Domain-Invariant Parameters for Source Free Domain Adaptation
  1 Jan 2022 0 repositories listed
• Privacy Preserving Partial Localization
  1 Jan 2022 0 repositories listed
• GenShare: Sharing Accurate Differentially-Private Statistics for Genomic Datasets with Dependent Tuples
  30 Dec 2021 0 repositories listed
• DP-FP: Differentially Private Forward Propagation for Large Models
  29 Dec 2021 0 repositories listed
• Towards Transactive Energy: An Analysis of Information-related Practical Issues
  28 Dec 2021 0 repositories listed
• MPCLeague: Robust MPC Platform for Privacy-Preserving Machine Learning
  26 Dec 2021 0 repositories listed
• SoK: Privacy-preserving Deep Learning with Homomorphic Encryption
  23 Dec 2021 0 repositories listed
• Sparsified Secure Aggregation for Privacy-Preserving Federated Learning
  23 Dec 2021 0 repositories listed
• Distributed Machine Learning and the Semblance of Trust
  21 Dec 2021 0 repositories listed
• FedPOIRec: Privacy Preserving Federated POI Recommendation with Social Influence
  21 Dec 2021 0 repositories listed
• Synthetic Data and Simulators for Recommendation Systems: Current State and Future Directions
  21 Dec 2021 0 repositories listed
• Privacy-Preserving Nonlinear Cloud-based Model Predictive Control via Affine Masking
  20 Dec 2021 0 repositories listed
• Semi-Decentralized Federated Edge Learning with Data and Device Heterogeneity
  20 Dec 2021 0 repositories listed
• Privacy preserving n-party scalar product protocol
  17 Dec 2021 0 repositories listed
• Data Valuation for Vertical Federated Learning: A Model-free and Privacy-preserving Method
  15 Dec 2021 0 repositories listed
• HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing
  15 Dec 2021 0 repositories listed
• Birds Eye View Social Distancing Analysis System
  14 Dec 2021 0 repositories listed
• Federated Two-stage Learning with Sign-based Voting
  10 Dec 2021 0 repositories listed
• Amicable Aid: Perturbing Images to Improve Classification Performance
  9 Dec 2021 0 repositories listed
• Asynchronous Semi-Decentralized Federated Edge Learning for Heterogeneous Clients
  9 Dec 2021 0 repositories listed
• Differentially Private Exploration in Reinforcement Learning with Linear Representation
  2 Dec 2021 0 repositories listed
• High-Resolution WiFi Imaging with Reconfigurable Intelligent Surfaces
  1 Dec 2021 0 repositories listed
• IndicFed: A Federated Approach for Sentiment Analysis in Indic Languages
  1 Dec 2021 0 repositories listed
• Parameter-free HE-friendly Logistic Regression
  1 Dec 2021 0 repositories listed
• PartialFed: Cross-Domain Personalized Federated Learning via Partial Initialization
  1 Dec 2021 0 repositories listed
• Gaussian Mechanisms Against Statistical Inference: Synthesis Tools
  30 Nov 2021 0 repositories listed
• In-Bed Human Pose Estimation from Unseen and Privacy-Preserving Image Domains
  30 Nov 2021 0 repositories listed
• Privacy-Preserving Serverless Edge Learning with Decentralized Small Data
  29 Nov 2021 0 repositories listed
• Towards Understanding the Impact of Model Size on Differential Private Classification
  27 Nov 2021 0 repositories listed
• Uncovering the Dark Side of Telegram: Fakes, Clones, Scams, and Conspiracy Movements
  26 Nov 2021 0 repositories listed
• Privacy-preserving Federated Adversarial Domain Adaption over Feature Groups for Interpretability
  22 Nov 2021 0 repositories listed
• Identifying Population Movements with Non-Negative Matrix Factorization from Wi-Fi User Counts in Smart and Connected Cities
  19 Nov 2021 0 repositories listed
• FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps
  17 Nov 2021 0 repositories listed
• Privacy-preserving Federated Learning for Residential Short Term Load Forecasting
  17 Nov 2021 0 repositories listed
• Local Differential Privacy for Privacy-Preserving NLP Tasks
  16 Nov 2021 0 repositories listed
• Towards Privacy-Preserving Affect Recognition: A Two-Level Deep Learning Architecture
  14 Nov 2021 0 repositories listed
• Machine Learning Models Disclosure from Trusted Research Environments (TRE), Challenges and Opportunities
  10 Nov 2021 0 repositories listed
• The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning
  9 Nov 2021 0 repositories listed
• Privacy-Preserving Distributed Average Consensus in Finite Time using Random Gossip
  8 Nov 2021 0 repositories listed
• DVFL: A Vertical Federated Learning Method for Dynamic Data
  5 Nov 2021 0 repositories listed
• A methodology for training homomorphicencryption friendly neural networks
  5 Nov 2021 0 repositories listed
• Practical and Light-weight Secure Aggregation for Federated Submodel Learning
  2 Nov 2021 0 repositories listed
• Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits
  2 Nov 2021 0 repositories listed