Privacy-Preserving Technologies in Data
Topics
Description: This cluster of papers focuses on privacy-preserving techniques for data analysis and machine learning, including topics such as differential privacy, federated learning, k-anonymity, secure computati... more
Related topics (siblings) Advanced Clustering Algorithms Research, Advanced Computational Techniques and Applications, Advanced Graph Neural Networks, Advanced Software Engineering Methodologies, Advanced Technologies in Various Fields +71 more
Subfield (parent): Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Works count: 55,810
Citations count: 819,400
k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
2002 · Latanya Sweeney · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems
Calibrating Noise to Sensitivity in Private Data Analysis
2006 · Cynthia Dwork, Frank McSherry, et al. · Lecture notes in computer science
Communication-Efficient Learning of Deep Networks from Decentralized Data
2016 · H. Brendan McMahan, Eider Moore, et al. · arXiv (Cornell University)