Lessons Learned From Applying the NIST Privacy Framework
Sign Up to like & getrecommendations! Published in 2021 at "IT Professional"
DOI: 10.1109/mitp.2021.3086916
Abstract: Contact tracing can be beneficial, such as helping to curb the spread of disease, but the handling of the resulting data poses privacy-related risks. This article provides some lessons learned and recommendations regarding the application… read more here.
Keywords: privacy framework; applying nist; nist privacy; learned applying ... See more keywords
Interval Privacy: A Framework for Privacy-Preserving Data Collection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2022.3169432
Abstract: The emerging public awareness and government regulations of data privacy motivate new paradigms of collecting and analyzing data that are transparent and acceptable to data owners. We present a new concept of privacy and corresponding… read more here.
Keywords: privacy; interval privacy; privacy framework; data collection ... See more keywords
A Differential Privacy Framework for Collaborative Filtering
Sign Up to like & getrecommendations! Published in 2019 at "Mathematical Problems in Engineering"
DOI: 10.1155/2019/1460234
Abstract: Focusing on the privacy issues in recommender systems, we propose a framework containing two perturbation methods for differentially private collaborative filtering to prevent the threat of inference attacks against users. To conceal individual ratings and… read more here.
Keywords: collaborative filtering; differential privacy; privacy framework; differentially private ... See more keywords