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Checkifself-employed OMB No. 1545-0047 Department of the TreasuryInternal Revenue Service Check ifapplicable: AddresschangeNamechangeInitialreturnFinalreturn/termin-ated Gross receipts $ AmendedreturnApplica-tionpending Are all subordinates included? 732001 11-28-17 Beginning of Current Year Paid Preparer Use Only Under section 501(c), 527, or 4947(a)(1) of the Internal Revenue Code (except private foundations) | Do not enter social security numbers on this form […]

Beyond Explainability: A Practical Guide to Managing Risk in Machine Learning Models Andrew Burt Chief Privacy Officer and Legal Engineer, Immuta Brenda Leong Senior Counsel and Director of Strategy, Future of Privacy Forum Stuart Shirrell Legal Engineer, Immuta Xiangnong (George) Wang 2018 Immuta Scholar; J.D. Candidate, Yale Law School Beyond Explainability v1.0 Page 2 How […]

City of Se a ttle Open Data Risk Assessment JANUARY 2018 – FINAL REPORT 2 Table of Contents Executive Summary ………………………….. ………………………….. ………………………….. ………………………….. …… 3 Background ………………………….. ………………………….. ………………………….. ………………………….. ………………. 6 Open Data Privacy Risks ………………………….. ………………………….. ………………………….. …………………………. 7 Re-identification ………………………….. ………………………….. ………………………….. ………………………….. … 7 Data Quality and Equity ………………………….. ………………………….. […]

1 October 2, 2017 Dear Kelsey Finch, We are pleased to have the opportunity to provide comments on the Future of Privacy Forum proposed draft report for the City of Seattle Open Data Risk Assessment. Municipalities face significant challenges regarding the design and implementation of privacy -aware open data systems. A model risk assessment framework […]

Checkifself-employed OMB No. 1545-0047 Department of the TreasuryInternal Revenue Service Check ifapplicable: AddresschangeNamechangeInitialreturnFinalreturn/termin-ated Gross receipts $ AmendedreturnApplica-tionpending Are all subordinates included? 632001 11-11-16 Beginning of Current Year Paid Preparer Use Only Under section 501(c), 527, or 4947(a)(1) of the Internal Revenue Code (except private foundations) | Do not enter social security numbers on this form […]

Checkifself-employed OMB No. 1545-0047 Department of the TreasuryInternal Revenue Service Check ifapplicable: AddresschangeNamechangeInitialreturnFinalreturn/termin-ated Gross receipts $ AmendedreturnApplica-tionpending Are all subordinates included? 632001 11-11-16 Beginning of Current Year Paid Preparer Use Only Under section 501(c), 527, or 4947(a)(1) of the Internal Revenue Code (except private foundations) | Do not enter social security numbers on this form […]

City of Se a ttle Open Data Risk Assessment AUGUST 2017 – PROPOSED DRAFT REPORT 2 DRAFT REPORT: Table of Contents DRAFT REPORT: Executive Summary ………………………….. ………………………….. ………………………….. ……….. 3 Background ………………………….. ………………………….. ………………………….. ………………………….. ………………. 5 Open Data Privacy Risks ………………………….. ………………………….. ………………………….. …………………………. 6 Re -identification ………………………….. ………………………….. ………………………….. ………………………….. … 6 Data […]

PUBLIC FILE Checkifself-employed OMB No. 1545-0047 Department of the TreasuryInternal Revenue Service Check ifapplicable: AddresschangeNamechangeInitialreturnFinalreturn/termin-ated Gross receipts $ AmendedreturnApplica-tionpending Are all subordinates included? 532001 12-16-15 Beginning of Current Year Paid Preparer Use Only Under section 501(c), 527, or 4947(a)(1) of the Internal Revenue Code (except private foundations) | Do not enter social security numbers on […]

PUBLIC FILE Checkifself-employed OMB No. 1545-0047 Department of the TreasuryInternal Revenue Service Check ifapplicable: AddresschangeNamechangeInitialreturnFinalreturn/termin-ated Gross receipts $ AmendedreturnApplica-tionpending Are all subordinates included? 532001 12-16-15 Beginning of Current Year Paid Preparer Use Only Under section 501(c), 527, or 4947(a)(1) of the Internal Revenue Code (except private foundations) | Do not enter social security numbers on […]