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Publishing research data on a professional basis
Bulletin of the World Health Organization, 2010 Toby Green
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Distributed Cooperative Coevolution of Data Publishing Privacy and Transparency
ACM Transactions on Knowledge Discovery from Data, 2023Data transparency is beneficial to data participants’ awareness, users’ fairness, and research work’s reproducibility. However, when addressing transparency requirements, we cannot ignore data privacy.
Yong-Feng Ge +4 more
semanticscholar +1 more source
Achilles' Heels: Vulnerable Record Identification in Synthetic Data Publishing
European Symposium on Research in Computer Security, 2023Synthetic data is seen as the most promising solution to share individual-level data while preserving privacy. Shadow modeling-based Membership Inference Attacks (MIAs) have become the standard approach to evaluate the privacy risk of synthetic data ...
Matthieu Meeus +3 more
semanticscholar +1 more source