differential-privacy

Documents about differential-privacy

• Memorization Is Not Extraction: Tight Differential-Privacy Bounds and Audit Blind Spots#618523arXiv CS
• Privacy-preserving healthcare informatics: a review#400663OpenAlex
• Multi-tier Differential Private Query Release#280137arXiv CS
• Differential privacy and SPARQL#457797Repositorio Académico de la Universidad de Chile
• Label Differential Privacy via Aggregation#997900arXiv (All)
• Impact of Secure Aggregation and Differential Privacy on Federated Network Intrusion Detection Systems#219584Repositorio institucional Séneca
• Provable Robustness against Backdoor Attacks via the Primal-Dual Perspective on Differential Privacy#216738arXiv CS
• Multi-modal federated learning with differential privacy for privacy-preserving healthcare AI.#358345NCBI PubMed Central
• On the Stability of Spherical Hellinger-Kantorovich Flows and Their Implications for Differential Privacy#222538arXiv CS
• Dependency Triad: A Metric to Quantify the Dependencies Between Attributes for Local Differential Privacy#429294arXiv CS
• Improved Lower Bounds for Privacy under Continual Release#471918HAL (France)
• Bounds on the Posterior-to-Prior Ratios for Inclusion Belief under Bounded Differential Privacy#622437arXiv CS
• Big data privacy: a technological perspective and review#976458OpenAlex
• TADP-RME: A Trust-Adaptive Differential Privacy Framework for Enhancing Reliability of Data-Driven Systems#2448arXiv CS
• Fully Oblivious Differential Privacy for Frequency Estimation in the Augmented Shuffle Model with Trusted Processors#267560arXiv CS
• Cross-Silo De-Anonymization Under Local Differential Privacy: Threat Model, Phase Transition, and Coordination Necessity#280099arXiv CS
• EdgeRefine: Privacy-Utility Balance for Graphs via Jaccard Sampling under Edge Differential Privacy#353049arXiv CS
• Privacy-Preserving Decentralized Federated Learning via Explainable Adaptive Differential Privacy#611349arXiv (OAI Expanded)
• Privacy-Preserving Decentralized Federated Learning via Explainable Adaptive Differential Privacy#612826arXiv (All)
• Differential Privacy Guarantees in Small Area Estimation#987255arXiv (All)
• Predictive privacy: towards an applied ethics of data analytics#400407OpenAlex
• Asymptotic Optimality of the High-Dimensional Gaussian Mechanism and Improved Low-Dimensional Mechanisms for Differential Privacy#267581arXiv CS
• Enhancing face recognition privacy through the integration of differential privacy and convolutional neural network.#469334NCBI PubMed Central
• A Unified Framework for Quantifying Privacy Risk in Synthetic Data#400420OpenAlex
• Estimating Power-Law Exponent with Edge Differential Privacy#124148arXiv CS
• Federated learning and differential privacy for medical image analysis#177282Semantic Scholar
• SpecTrum: Specification-Guided Differential Fuzzing for Ethereum Consensus Clients#463145arXiv CS
• Big data, differential privacy, and national statistical organisations#920141arXiv (OAI Expanded)
• Big data, differential privacy, and national statistical organisations#924372arXiv (All)
• Evaluating Differential Privacy Against Membership Inference in Federated Learning: Insights from the NIST Genomics Red Team Challenge#13013arXiv CS
• Evaluating Differential Privacy Against Membership Inference in Federated Learning: Insights from the NIST Genomics Red Team Challenge#13984arXiv CS
• Belt and Braces: When Federated Learning Meets Differential Privacy#177266Semantic Scholar
• Federated Learning of Gboard Language Models with Differential Privacy#177277Semantic Scholar
• Measuring Database Unfairness via Dependency Quantification Under Differential Privacy#229624arXiv CS
• MIFA: An MILP-based Framework for Improving Differential Fault Attacks#440306arXiv CS
• The Fast Mixing Mechanism for Differential Privacy#650879arXiv (OAI Expanded)
• The Fast Mixing Mechanism for Differential Privacy#652332arXiv (All)
• CAT-LDP: Cloud-edge Adaptive Taxonomy under Local Differential Privacy#972046arXiv (All)
• Harnessing the power of synthetic data in healthcare: innovation, application, and privacy#964652OpenAlex
• APB-FLDPA: Adaptive Personalized Blockchain-Federated Learning With Differential Privacy and Attention for Privacy-Preserving Healthcare Analytics.#138453NCBI PubMed Central
• Ethics and responsible AI deployment#215765OpenAlex
• Differential Privacy for Deep and Federated Learning: A Survey#177275Semantic Scholar
• PLDP-FL: Federated Learning with Personalized Local Differential Privacy#177302Semantic Scholar
• Combining homomorphic encryption and differential privacy in federated learning#177319Semantic Scholar
• ContraFix: Agentic Vulnerability Repair via Differential Runtime Evidence and Skill Reuse#200401arXiv CS
• Local Differential Privacy-Based Federated Learning for Internet of Things#252019Semantic Scholar
• On Choosing the $μ$ Parameter in Gaussian Differential Privacy#267670arXiv CS
• Local differential privacy in survival analysis using private failure indicators#304667HAL (France)
• CAT-LDP: Cloud-edge Adaptive Taxonomy under Local Differential Privacy#660892arXiv CS
• Revisiting Continuous Noise Sampling for Multi-Party Differential Privacy#779684arXiv (OAI Expanded)