Archive for Gregynog Hall
early morn in Powys [jatp]
Posted in Mountains, pictures, Running, Travel with tags Cymru, Great-Britain, Gregynog Hall, Powys, running injury, sunrise, Tregynon, Wales, winter running on April 8, 2022 by xi'anback to Powys
Posted in Statistics with tags Bettws, Cymru, Gregynog Hall, Powys, Tregynon, University of Warwick, Wales on March 29, 2022 by xi'anbitcoin and cryptography for statistical inference and AI
Posted in Books, Mountains, pictures, Running, Statistics, Travel, University life with tags AI, anonymised data, bitcoin, Britain, cryptography, encryption, Gregynog Hall, Gregynog Statistical Conference, information, Navy, Powys, Tregynon, Wales on April 16, 2018 by xi'anA recent news editorial in Nature (15 March issue) reminded me of the lectures Louis Aslett gave at the Gregynog Statistical Conference last week, on the advanced use of cryptography tools to analyse sensitive and private data. Lectures that reminded me of a graduate course I took on cryptography and coding, in Paris 6, and which led me to visit a lab at the Université de Limoges during my conscripted year in the French Navy. With no research outcome. Now, the notion of using encrypted data towards statistical analysis is fascinating in that it may allow for efficient inference and personal data protection at the same time. As opposed to earlier solutions of anonymisation that introduced noise and data degradation, not always providing sufficient protection of privacy. Encryption that is also the notion at the basis of the Nature editorial. An issue completely missing from the paper, while stressed by Louis, is that this encryption (like Bitcoin) is costly, in order to deter hacking, and hence energy inefficient. Or limiting the amount of data that can be used in such studies, which would turn the idea into a stillborn notion.