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33 Bits of Entropy | The End of Anonymized Data and What to Do About It

The End of Anonymized Data and What to Do About It (by Arvind Narayanan)

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33 Bits of Entropy | The End of Anonymized Data and What to Do About It | 33bits.org Reviews
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The End of Anonymized Data and What to Do About It (by Arvind Narayanan)
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33 Bits of Entropy | The End of Anonymized Data and What to Do About It | 33bits.org Reviews

https://33bits.org

The End of Anonymized Data and What to Do About It (by Arvind Narayanan)

INTERNAL PAGES

33bits.org 33bits.org
1

Fingerprinting of RFID Tags and High-Tech Stalking | 33 Bits of Entropy

http://33bits.org/2011/10/04/fingerprinting-of-rfid-tags-and-high-tech-stalking

33 Bits of Entropy. Fingerprinting of RFID Tags and High-Tech Stalking. October 4, 2011 at 1:20 pm. Previous articles in this series looked at fingerprinting of blank paper. This article is about fingerprinting of RFID, a domain where research has directly investigated the privacy threat, namely tracking people in public. The principle behind RFID fingerprinting is the same as with digital cameras:. Why not just use them in the normal way? At the logical level, either because there is no authentication o...

2

De-anonymizing Social Networks | 33 Bits of Entropy

http://33bits.org/2009/03/19/de-anonymizing-social-networks

33 Bits of Entropy. March 19, 2009 at 11:09 am. Our social networks paper is finally officially out! It will be appearing at this year’s IEEE S&P (Oakland). Please read the FAQ about the paper. Operators of online social networks are increasingly sharing potentially sensitive information about users and their relationships with advertisers, application developers, and data-mining researchers. Privacy is typically protected by anonymization, i.e. Removing names, addresses, etc. Software, which in my opini...

3

Reidentification as Basic Science | 33 Bits of Entropy

http://33bits.org/2013/05/27/reidentification-as-basic-science

33 Bits of Entropy. Reidentification as Basic Science. May 27, 2013 at 6:16 am. This essay originally appeared. On the Bill of Health blog. As part of a conversation on the law, ethics and science of reidentification demonstrations. Do we publish these demonstrations to alert individuals to privacy risks? If our goal is to improve privacy, are we doing it in the best way possible? These algorithms are my primary object of study, and so I see reidentification research partly as basic science. First and fo...

4

Good and bad reasons for anonymizing data | 33 Bits of Entropy

http://33bits.org/2014/07/09/good-and-bad-reasons-for-anonymizing-data

33 Bits of Entropy. Good and bad reasons for anonymizing data. July 9, 2014 at 8:05 am. Ed Felten and I recently wrote a response. To a poorly reasoned defense of data anonymization. This doesn’t mean, however, that there’s never a place for anonymization. Here’s my personal view on some good and bad reasons for anonymizing data before sharing it. The auxiliary data needed for de-anonymization doesn’t currently exist publicly and/or on a large scale. We’re acting on the assumption that it won&#...The pri...

5

Personalized coupons as a vehicle for perfect price discrimination | 33 Bits of Entropy

http://33bits.org/2013/06/25/personalized-coupons-price-discrimination

33 Bits of Entropy. Personalized coupons as a vehicle for perfect price discrimination. June 25, 2013 at 7:09 am. Given the pervasive tracking and profiling of our shopping and browsing habits, one would expect that retailers would be very good at individualized price discrimination figuring out what you or I would be willing to pay for an item using data mining, and tailoring prices accordingly. But this doesn’t seem to be happening. Why not? Which is why firms balk at overt price discrimination. 1 Coup...

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Tech and Law: September 2011

http://blog.tech-and-law.com/2011_09_01_archive.html

Law for technologists, technology for lawyers - and anything in between. Particularly interested in the impact of technology on identity, privacy and security. Wednesday, 14 September 2011. UK transparency and privacy review. The independent review of the impact of UK government transparency on privacy, commissioned by the Cabinet Office and led by Dr Kieron O'Hara, is now out. Transparent Government, Not Transparent Citizens: executive summary and recommendations. Under the current transparency regime, ...

blog.tech-and-law.com blog.tech-and-law.com

Tech and Law: March 2011

http://blog.tech-and-law.com/2011_03_01_archive.html

Law for technologists, technology for lawyers - and anything in between. Particularly interested in the impact of technology on identity, privacy and security. Wednesday, 30 March 2011. Privacy or confidentiality concerns. About the UK 2011 census? The census director's careful choice of words quoted in ComputerWeekly. Certainly seems noteworthy - The UK Statistics Authority and the Office for National Statistics will never. May well be taken up by some. Don't fill the census form in online. Some or all ...

blog.tech-and-law.com blog.tech-and-law.com

Tech and Law: August 2011

http://blog.tech-and-law.com/2011_08_01_archive.html

Law for technologists, technology for lawyers - and anything in between. Particularly interested in the impact of technology on identity, privacy and security. Tuesday, 16 August 2011. Googles ICO privacy audit out. The UK Information Commissioner's Office has published the results of its consensual data protection audit of Google Inc's privacy processes, initiated as a result of the Google Streetview collection of wifi payload data. For more info -. 16 Aug 2011 (in HTML not PDF, thumbs up! Googles ICO p...

blog.tech-and-law.com blog.tech-and-law.com

Tech and Law: April 2011

http://blog.tech-and-law.com/2011_04_01_archive.html

Law for technologists, technology for lawyers - and anything in between. Particularly interested in the impact of technology on identity, privacy and security. Thursday, 7 April 2011. Libel reform - free seminar 13 April. First in a debate-style Media Law Seminar Series from Centre for Commercial Law Studies. Queen Mary, University of London and City Law School,. City University. This series will focus on the cutting edge legal issues affecting all forms of popular media. Date: 13 April 2011 - 6-8pm.

adamdsmith.wordpress.com adamdsmith.wordpress.com

IPAM Workshop on Privacy and Statistical (Learning) Theory | Oddly Shaped Pegs

https://adamdsmith.wordpress.com/2009/06/19/ipam-workshop-data-2010

An inquiry into the Nature and Causes of Stuff. IPAM Workshop on Privacy and Statistical (Learning) Theory. I am on the organizing committee (with Cynthia Dwork. For an upcoming workshop at UCLA’s Institute for Pure and Applied Mathematics ( IPAM. The workshop is on the relationship between database privacy and the theoretical foundations of statistics and machine learning. It is imaginatively titled:. Statistical and Learning-Theoretic Challenges in Data Privacy. February 22-26, 2010). Several excellent...

adamdsmith.wordpress.com adamdsmith.wordpress.com

Je m’en (af)fiche | Oddly Shaped Pegs

https://adamdsmith.wordpress.com/2009/07/29/yess

An inquiry into the Nature and Causes of Stuff. Je m’en (af)fiche. Tucked neatly between (US) Independence Day and (French) Bastille Day this year was YESS. A joint French-US workshop for “young scientists and engineers”, held at the French embassy. This year’s theme was. Ok, almost great. There were a number of program/department overviews by French and US officials, some of which made me feel like Bill Gasarch did in this picture. And it’s role in Iran. And got the point (in a nutshell: it is possible ...

adamdsmith.wordpress.com adamdsmith.wordpress.com

IPAM Workshop Wrap-Up | Oddly Shaped Pegs

https://adamdsmith.wordpress.com/2010/03/04/ipam-workshop-wrap-up

An inquiry into the Nature and Causes of Stuff. Last week was the Statistical and Learning-Theoretic Challenges in Data Privacy. Which I co-organized with Cynthia Dwork. As I explained in my initial post. On the workshop, the goal was to tie together work on privacy in statistical databases with the theoretical foundations of learning and statistics. Slides for most talks are online. Blog posts: Arvind N. See also an older post by Ben R. A shift in tone. 8221;, we answered. It would be nice to have a sys...

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Parameter 1 to NP Blacklist: event PreSkinParse() expected to be a reference, value given in /home/galore2/public html/blog/nucleus/libs/MANAGER.php. Transmissions from the galores. New site for janet. On April 20, 2013. You might have noticed that this site has been pretty static for a long time. As the Galores go their separate ways, so shall their web sites. I have a new site, janetgalore.com. I'm not sure what we'll do with this site yet, but for now I've redirected most of the Janet-related pages.

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33 Bits of Entropy | The End of Anonymized Data and What to Do About It

33 Bits of Entropy. One more re-identification demonstration, and then I’m out. What should we do about re-identification? With Joanna Huey and Ed Felten tackles the what to do about it question head-on. We present a comprehensive set of recommendations for policy makers and practitioners. One more re-identification demonstration, and then I’m out. Overall, I’ve moved on in terms of my research interests to other topics like web privacy. Machine learning and re-identification. Is a good example. It u...

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