Jim Dowd

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Privacy-preserving decision tree mining is an important problem that has yet to be thoroughly understood. In fact, the privacy-preserving decision tree mining method explored in the pioneer paper [1] was recently showed to be completely broken, because its data perturbation technique is fundamentally flawed [2]. However, since the general framework(More)
  • Jim Dowd, Mp, Carol Monaghan, Graham Stringer, Mp Labour, Blackley +5 others
  • 2016
The Science and Technology Committee is appointed by the House of Commons to examine the expenditure, administration and policy of the Government Office for Science and associated public bodies. The following member was also a member of the Committee during the inquiry: Powers The committee is one of the departmental select committees, the powers of which(More)
Privacy-preserving data mining has become an important topic, and many methods have been proposed for a diverse set of privacy-preserving data mining tasks. However, privacy-preserving decision tree mining pioneered by [1] still remains to be elusive. Indeed, the work of [1] was recently showed to be awed [2], meaning that an adversary can actually recover(More)
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