Data Privacy: Anonymization & Re-IdentificationMike Nowakowski
With the rise of the Internet of Things, Big Data and Open Data, data privacy is increasingly important to organizations. Data de-identification is a process to remove identifying information from a data set. This presentation will provide a gentle introduction to data de-identification, anonymization and the reverse process of re-identification.
The EU recently issued a decision of adequacy regarding the newly developed EU-U.S. Privacy Shield program. U.S. companies can sign up beginning August 1, 2016, and will receive certain advantages if they sign up before October 1. Should you join? What are the benefits? What are the downsides? This timely eLunch walked companies through the pros and cons of participating in the Privacy Shield program and provided step-by-step guidance on how to join.
ARX - a comprehensive tool for anonymizing / de-identifying biomedical dataarx-deidentifier
Website with further information: http://arx.deidentifier.org
Description of this talk:
Collaboration and data sharing have become core elements of biomedical research. Especially when sensitive data from distributed sources are linked, privacy threats have to be considered. Statistical disclosure control allows the protection of sensitive data by introducing fuzziness. Reduction of data quality, however, needs to be balanced against gains in protection. Therefore, tools are needed which provide a good overview of the anonymization process to those responsible for data sharing. These tools require graphical interfaces and the use of intuitive and replicable methods. In addition, extensive testing, documentation and openness to reviews by the community are important. Existing publicly available software is limited in functionality, and often active support is lacking. We present the data anonymization tool ARX, which has been developed in close cooperation between the Chair for Biomedical Informatics, the Chair for IT Security and the Chair for Database Systems at Technische Universität München (TUM), Germany. ARX enables the de-identification of structured data (i.e., tabular data) and implements a wide variety of privacy methods in a highly efficient manner. It is extensible, well documented and actively supported. ARX provides an intuitive cross-platform graphical interface and offers a public API for integration with other software systems.
Security, Privacy Data Protection and Perspectives to Counter Cybercrime 0409...Gohsuke Takama
"Security, Privacy Data Protection and Perspectives to Counter Cybercrime" was presented at the CodeGate 2008 security conference in Seoul, Korea, April 2008.
http://www.codegate.org/
信頼・情報・ルール形成(Trust in Digital Life Japan - Working Group #1)Fumiko Kudoh
「信頼・情報・ルール形成」は、2018年03月06日に開催された「Trust in Digital Life Japan - Working Group #1」で報告した際の資料です。
「Trust in Digital Life」は、次世代の「信頼」を設計するためのコミュニティで、ベルギーのブリュッセルに本拠地をおく非営利団体です。日本では、NECさんが「Trust in Digital Life Japan」(TDL Japan)を立ち上げ、欧州のTDLと連携をとりながら複数の企業や研究者とともに議論の場をつくり出そうとしています。
https://wired.jp/2017/12/13/trust-in-digital-life-japan/
https://trustindigitallife.eu/
日本のイノベーションを促進するための法的課題/Legal Issues in Promoting Innovation in JapanYuko Noguchi
Presentation given on Oct. 11, 2012. Discussing legal issues in the age of Big Data which may slow down innovation in Japan.
2012年10月11日プレゼン。日本におけるイノベーションを活性化するための著作権・プライバシー上の課題と政府に期待したいこと。
Data Privacy: Anonymization & Re-IdentificationMike Nowakowski
With the rise of the Internet of Things, Big Data and Open Data, data privacy is increasingly important to organizations. Data de-identification is a process to remove identifying information from a data set. This presentation will provide a gentle introduction to data de-identification, anonymization and the reverse process of re-identification.
The EU recently issued a decision of adequacy regarding the newly developed EU-U.S. Privacy Shield program. U.S. companies can sign up beginning August 1, 2016, and will receive certain advantages if they sign up before October 1. Should you join? What are the benefits? What are the downsides? This timely eLunch walked companies through the pros and cons of participating in the Privacy Shield program and provided step-by-step guidance on how to join.
ARX - a comprehensive tool for anonymizing / de-identifying biomedical dataarx-deidentifier
Website with further information: http://arx.deidentifier.org
Description of this talk:
Collaboration and data sharing have become core elements of biomedical research. Especially when sensitive data from distributed sources are linked, privacy threats have to be considered. Statistical disclosure control allows the protection of sensitive data by introducing fuzziness. Reduction of data quality, however, needs to be balanced against gains in protection. Therefore, tools are needed which provide a good overview of the anonymization process to those responsible for data sharing. These tools require graphical interfaces and the use of intuitive and replicable methods. In addition, extensive testing, documentation and openness to reviews by the community are important. Existing publicly available software is limited in functionality, and often active support is lacking. We present the data anonymization tool ARX, which has been developed in close cooperation between the Chair for Biomedical Informatics, the Chair for IT Security and the Chair for Database Systems at Technische Universität München (TUM), Germany. ARX enables the de-identification of structured data (i.e., tabular data) and implements a wide variety of privacy methods in a highly efficient manner. It is extensible, well documented and actively supported. ARX provides an intuitive cross-platform graphical interface and offers a public API for integration with other software systems.
Security, Privacy Data Protection and Perspectives to Counter Cybercrime 0409...Gohsuke Takama
"Security, Privacy Data Protection and Perspectives to Counter Cybercrime" was presented at the CodeGate 2008 security conference in Seoul, Korea, April 2008.
http://www.codegate.org/
信頼・情報・ルール形成(Trust in Digital Life Japan - Working Group #1)Fumiko Kudoh
「信頼・情報・ルール形成」は、2018年03月06日に開催された「Trust in Digital Life Japan - Working Group #1」で報告した際の資料です。
「Trust in Digital Life」は、次世代の「信頼」を設計するためのコミュニティで、ベルギーのブリュッセルに本拠地をおく非営利団体です。日本では、NECさんが「Trust in Digital Life Japan」(TDL Japan)を立ち上げ、欧州のTDLと連携をとりながら複数の企業や研究者とともに議論の場をつくり出そうとしています。
https://wired.jp/2017/12/13/trust-in-digital-life-japan/
https://trustindigitallife.eu/
日本のイノベーションを促進するための法的課題/Legal Issues in Promoting Innovation in JapanYuko Noguchi
Presentation given on Oct. 11, 2012. Discussing legal issues in the age of Big Data which may slow down innovation in Japan.
2012年10月11日プレゼン。日本におけるイノベーションを活性化するための著作権・プライバシー上の課題と政府に期待したいこと。
1. Ver0.6
on Data Privacy, EU, USA ...and Japan
データプライバシーでのEUとアメリカ...そして日本
(EU General Data Protection Regulation vs. USA Consumer Privacy Bill of Rights & Japan
EU総合データ保護規則 vs アメリカの消費者プライバシー権利章典 と日本)
Gohsuke Takama / 高間 剛典, Meta Associates, 2012年4月
http://www.slideshare.net/gohsuket
Gohsuke Takama
3. Ver0.6
EU vs. USA
Data Privacy
harmonize or conflict?
Gohsuke Takama
4. データプライバシーでのEUとアメリカ
...そして日本 Ver0.6
✴ 2012年1月25日
EU General Data Protection Regulation
(EU総合データ保護規則)への改正案発表
✴ 2012年2月23日
Consumer Privacy Bill of Rights (消費者プラ
イバシー権利章典) をオバマ政権が発表
✴ 2012年3月19日
EUとアメリカが協議、Safe Harbor合意継続
の方向で共同声明
Gohsuke Takama