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匯流時代 
如何談巨量資料與隱私保護 
TH Schee 徐⼦子涵 @ NCC 2014 網路匯流研討會
Japan Slovenia 
Motorist + Serial Social Entrepreneur 
@scheeinfo
缺乏 談這件事的架構。 
“In the absence of a common vocabulary and framework for discussion, 
individuals revert to their own moral codes.” - @kordindex
https://www.flickr.com/photos/77518113@N04/6958142030/
https://plus.google.com/u/0/photos/116416314233992548280/albums/5822478003038917313
開放 
互連 
湧現 
https://plus.google.com/u/0/photos/116416314233992548280/albums/5822478003038917313
開放 
互連 
湧現 
缺乏 談這件事的架構? 
https://plus.google.com/u/0/photos/116416314233992548280/albums/5822478003038917313
http://www.whitehouse.gov/sites/default/files/privacy-final.pdf
開宗明義 
Data Privacy Framework 
http://www.whitehouse.gov/sites/default/files/privacy-final.pdf
Consumer Privacy Bill of Rights 
OECD Privacy Guidelines 
DHS Privacy Policy 
APEC Principles 
架構
NCC 網路治理研討會 2014
1 語彙via EU/FCC/NCC 
可能的解法2 價值 
3 ⾏行動 
via Public Consultation 
Actions
1 語彙 
EU/FCC/NCC 
道德技術法律市場 
Intention 
Security 
Likelihood 
Aggregation 
Responsibility 
Identity 
Ownership 
Reputation 
Benefit 
Harm 
! 
Davis, Kord (2012-09-14). Ethics of Big Data: Balancing Risk 
and Innovation (Kindle Locations 812-821). O'Reilly Media. 
Kindle Edition.
Big Data? 
Small Data 都保護不了? 
還說什麼 Big Data? 
1 語彙 
EU/FCC/NCC 
道德技術法律市場
http://www.dataguise.com/?q=big-data-protection 
1 語彙 
EU/FCC/NCC
http://www.dataguise.com/?q=big-data-protection 
1 語彙 
EU/F1CC秒/NCC鐘幾⼗十萬次上下
1 語彙 
EU/FCC/NCC 
http://radar.oreilly.com/2011/08/building-data-startups.html
1 語彙via EU/FCC/NCC 
可能的解法2 價值 
3 ⾏行動 
via Public Consultation
“Anonymizing Health Data” by Khaled El Emam and Luk Arbuckle
“Anonymizing Health Data” by Khaled El Emam and Luk Arbuckle
智庫(資策會) 
電信(台灣之星) 
跨國技術與顧問公司(IBM) 
學界 
2 價值 
via Public Consultation
https://www.itu.int/aboutitu/structure/
IBM Software > Information Management > InfoSphere Platform > 
Information Integration & Governance > Data Security and Privacy 
Ensure data privacy 
Lower risk of data protection 
Ensure compliance 
http://www-01.ibm.com/software/data/optim/protect-data-privacy/
好像缺了什麼東⻄西?
Attribution-ShareAlike 2.0 Generic (CC BY-SA 2.0) 
http://www.flickr.com/photos/mecklenburg/6421426449/ 
Huh?
http://blog.icann.org/2013/07/icanns-security-terminology/
http://www.google.com/googlebooks/chrome/index.html 
3 ⾏行動 
Actions

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