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Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3542266
Abstract: To systematically evaluate the privacy protection performance of synthetic data generation algorithms (Synthpop, CTGAN, RTVAE, TVAE, DataSynthesizer), this study applied various safety metrics. Synthetic data is designed to protect sensitive information while maintaining statistical similarities…
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Keywords:
original data;
utility;
privacy;
synthetic data ... See more keywords
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Published in 2024 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2024.3487143
Abstract: Brillouin optical time-domain analysis (BOTDA) is a powerful device that measures temperature along sensing cables/fiber optics with fast response. The Brillouin gain spectrum for various sensing cable lengths is analyzed according to the principles of…
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Keywords:
new technique;
original data;
device;
research new ... See more keywords
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Published in 2023 at "PLOS Biology"
DOI: 10.1371/journal.pbio.3001996
Abstract: Clements et al. respond to Munday’s claim that his “reanalysis shows there is not an extreme decline effect in fish ocean acidification studies”. They contend that extreme data reported in early studies authored by Dixson…
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Keywords:
decline effect;
decline;
extreme original;
extreme decline ... See more keywords
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Published in 2019 at "International Journal of Grid and Utility Computing"
DOI: 10.1504/ijguc.2019.10022667
Abstract: In recent years, since large amounts of data are being transferred to the cloud server because of the evolution of the Internet of Things (IoT), problems such as the network bandwidth restrictions and sensor feedback…
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Keywords:
cloud server;
fog computing;
original data;
data reference ... See more keywords
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Published in 2022 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2023.1120392
Abstract: Background Demand for head and neck cancer (HNC) radiotherapy data in algorithmic development has prompted increased image dataset sharing. Medical images must comply with data protection requirements so that re-use is enabled without disclosing patient…
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Keywords:
neck;
head neck;
original data;
face ... See more keywords
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Published in 2022 at "Data"
DOI: 10.3390/data7120178
Abstract: Clinical data analysis could lead to breakthroughs. However, clinical data contain sensitive information about participants that could be utilized for unethical activities, such as blackmailing, identity theft, mass surveillance, or social engineering. Data anonymization is…
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Keywords:
information;
synthetic data;
data standards;
original data ... See more keywords