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. https://theinternetofthings.report/Resources/Whitepapers/29dc5175-9641-4f93-8f34-cb25dd4a5981_futureinternet-11-00117.pdf
whitepaper
ENHANCING IOT DATA DEPENDABILITY THROUGH A BLOCKCHAIN MIRROR MODEL
One subtle aspect of the alert recently raised by Dr. Geneveva Allen about a “science crisis “is the observation that current machine learning algorithms may discover patterns in data that exist only In data but not in the real world. This is particularly true of data obtained by external sources where a validation process is barely exposed or accomplished. The emphasis here is not in external sources but in the lack of a credible validation process of data. This is “a fortiori” true in the case of data generated by the Internet of Things (IoT). In fact, the IoT relies (and will rely) heavily on Artificial Intelligence (AI) techniques to provide security and reliability. N/A DOWNLOAD