differential-privacy

Documents about differential-privacy

• Differential Privacy: la nuova frontiera per il miglioramento della privacy: Differential Privacy: the new frontier in privacy enhancement#1313595OpenAlex
• Differential Privacy and Social Science: An Urgent Puzzle#400560OpenAlex
• Advancing privacy in learning analytics using differential privacy#678999OpenAlex
• SoK: Computational and Distributed Differential Privacy for MPC#457758OpenAlex
• Guidelines for evaluating differential privacy guarantees#400657OpenAlex
• Differential Privacy: A Primer for a Non-Technical Audience#335826OpenAlex
• Local Differential Privacy and Its Applications: A Comprehensive Survey#400510OpenAlex
• A Comprehensive Survey on Local Differential Privacy#400399OpenAlex
• Differential Privacy Preservation in Deep Learning: Challenges, Opportunities and Solutions#400384OpenAlex
• Limits of Personalizing Differential Privacy Budgets#180576arXiv CS
• Advances in Information-Theoretic Differential Privacy: Composition and Calibration#273820Harvard DASH
• N2E: A General Framework to Reduce Node-Differential Privacy to Edge-Differential Privacy for Graph Analytics#1536046arXiv (All)
• DPrivBench: Benchmarking LLMs' Reasoning for Differential Privacy#31205arXiv CS
• Deep Learning under Fractional-Order Differential Privacy#175148arXiv CS
• Multi-Objective Submodular Maximization with Differential Privacy#259366arXiv CS
• Differential Privacy of Gaussian Process Posterior Sampling#282720arXiv CS
• Differential Privacy for Markov Chain State Trajectories#441717arXiv CS
• Preserving User Privacy for Machine Learning: Local Differential Privacy or Federated Machine Learning?#400385OpenAlex
• Differential Privacy for IoT-Enabled Critical Infrastructure: A Comprehensive Survey#400534OpenAlex
• Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey#1135291OpenAlex
• Deep Learning with Differential Privacy#6556OpenAlex
• Exploring Verifiable and Privacy-Preserving Federated Learning through Differential Privacy and Cryptographic Protocols#194384HAL (France)
• Dithered Gaussian Mechanism for Randomness-Efficient Differential Privacy#346436arXiv CS
• Bias and Variance of Post-processing in Differential Privacy#679020OpenAlex
• Trajectory Data Collection with Local Differential Privacy#400670OpenAlex
• Tight Auditing of Differential Privacy in MST and AIM#120409arXiv CS
• Context-Aware Metric Differential Privacy for Vehicle Trajectory Data#229446arXiv CS
• StraightDP: Geometry-Aware Differential Privacy for Rectified-Flow Transformers#422200arXiv CS
• Revisiting Continuous Noise Sampling for Multi-Party Differential Privacy#618524arXiv CS
• Performative Privacy: When Differential Privacy Maximizes Utility#618580arXiv CS
• Empirical Analysis of Randomness Quality in Differential Privacy Mechanisms#978349arXiv CS
• Pattern-level Differential Privacy for High-utility Complex Event Processing#1028608arXiv CS
• Differential privacy with adjustable preservation of multivariate relationships#1381128arXiv CS
• Fair decision making using privacy-protected data#389562OpenAlex
• A privacy-preserving statistics marketplace using local differential privacy and blockchain: An application to smart-grid measurements sharing#423285OpenAlex
• A Comprehensive Survey on Local Differential Privacy toward Data Statistics and Analysis#400489OpenAlex
• DDP-SA: Scalable Privacy-Preserving Federated Learning via Distributed Differential Privacy and Secure Aggregation#2472arXiv CS
• DISTA-LP: Privacy-Preserving Distributed Linear Programming for Metric Differential Privacy#1394161arXiv CS
• Answering Counting Queries with Differential Privacy on a Quantum Computer#10273arXiv CS
• Sequential Change Detection for Multiple Data Streams with Differential Privacy#13982arXiv CS
• Beyond Epsilon: A Principled QIF Framework for Local Differential Privacy#229444arXiv CS
• Performative Privacy: When Differential Privacy Maximizes Utility#809481arXiv (OAI Expanded)
• Performative Privacy: When Differential Privacy Maximizes Utility#819477arXiv (All)
• PrivCert: Certifying Statement Support under Differential Privacy#1136787arXiv CS
• Quantum Advantage for Two-Party Differential Privacy#1160914arXiv CS
• Subgraph Counting with Local Node Differential Privacy#1348761arXiv CS
• Enhancing Data Protection in Dynamic Consent Management Systems: Formalizing Privacy and Security Definitions with Differential Privacy, Decentralization, and Zero-Knowledge Proofs#964699OpenAlex
• SuperDP: Differential privacy refutation via supermartingales#308529ISTA Publications
• Sort, Partition, Randomize: Optimal Binary Hypothesis Testing under Local Differential Privacy#266105arXiv CS
• Ball Differential Privacy: How to Mitigate Data Reconstruction with Less Noise#343388arXiv CS