Ergebnis für URL: http://dig.csail.mit.edu/TAMI/ * At DIG:
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MIT CSAIL
Transparent Accountable Datamining Initiative
The TAMI Project is creating technical, legal, and policy foundations for
transparency and accountability in large-scale aggregation and inferencing across
heterogeneous information systems. The incorporation of transparency and
accountability into decentralized systems such as the Web is critical to help
society manage the privacy risks arising from the explosive progress in
communications, storage, and search technology. The expansion of government use
of large-scale data mining for law enforcement and national security provides a
compelling motivation for this work. While other investigations of the impact of
data mining on privacy focus on limiting access to data as a means of protecting
privacy, a variety of social, political, and technical factors are making it
increasingly difficult to limit collection of and access to personal information.
The TAMI Project is addressing the risks to privacy protection and the
reliability of conclusions drawn from increasing ease of data aggregation from
multiple sources by creating methods and technologies for adding increased
transparency and accountability of the inferencing and aggregation process
itself. The project is developing precise rule languages that are able to express
policy constraints and reasoning engines that are able to describe the results
they produce.
Selected publications:
* AuYeung, Ching-man, Kagal, Lalana, Gibbins, Nick, and Shadbolt, Nigel
[3]Providing Access Control to Online Photo Albums Based On Tags and Linked
Data, AAAI Spring Symposium on Social Semantic Web: Where Web 2.0 Meets Web
3.0
* Seneviratne, Oshani, Kagal, Lalana, and Berners-Lee, Tim, [4]Policy Aware
Content Reuse on the Web, [5]ISWC2009 - International Semantic Web Conference
* Henry Story, Bruno Harbulot, Ian Jacobi and Mike Jones, [6]FOAF+SSL: RESTful
Authentication for the Social Web, [7]SPOT2009 - Trust and Privacy on the
Social and Semantic Web workshop at ESWC 2009, June 2009.
* Weitzner, Abelson, Berners-Lee, Feigenbaum, Hendler, Sussman, [8]Information
Accountability ([9]alt link),Communications of the ACM, Jun. 2008, 82-87
* Lalana Kagal, Chris Hanson, and Daniel Weitzner, [10]Integrated Policy
Explanations via Dependency Tracking, [11]IEEE Policy 2008
* D. Weitzner, [12]Beyond Secrecy: New Privacy Protection Strategies for Open
Information Spaces, IEEE Internet Computing, Sept/Oct 2007.
* Weitzner, Abelson, Berners-Lee, Feigenbaum, Hendler, Sussman, [13]Information
Accountability, MIT CSAIL Technical Report MIT-CSAIL-TR-2007 (13 June 2007)
[[14]DSpace Handle]
* Hanson, Kagal, Sussman, Berners-Lee, Weitzner, "[15]Data-Purpose Algebra:
Modeling Data Usage Policies", IEEE Workshop on Policy for Distributed
Systems and Networks 2007, June 2007 (POLICY 2007).
* Feigenbaum and Weitzner (eds.), "[16]Report on the 2006 TAMI/Portia Workshop
on Privacy and Accountability".
* Weitzner, Abelson, Berners-Lee, Hanson, Hendler, Kagal, McGuinness, Sussman,
Waterman, [17]Transparent Accountable Data Mining: New Strategies for Privacy
Protection,; MIT CSAIL Technical Report [18]MIT-CSAIL-TR-2006-007 [[19]DSpace
handle] (27 January 2006).
Trying out accountability tools under development
Our research is visibile through the above papers and tools that we are
developing. We welcome feedback.
* Hints on how to [20]install and use a Tabulator extension that helps users to
analyze compliance with privacy rules in policy-aware information usage logs.
Please be aware that this is bleeding edge code intended for demonstration
purposes only.
Current status
For current status, see [21]this page and some [22]challenges we are working on.
The following are a few of the scenarios we're working on
* [23]Scenario 0: MIT Prox card data usage
* [24]Scenario 3: Deadbeat Dad ([25]Scheme rules)
* [26]ARL Scenario: Violation of Universal Declaration of Human Rights and UN
Resolution
* [27]Scenario 9: Drug resistant TB epidemic
* [28]Scenario 11: Data fusion centers
* [29]Query Compliance
This project has close connections with the [30]Policy Aware Web access control
project, joint work with the [31]University of Maryland Mindswap project.
This work is supported by the US National Science Foundation [32]Cybertrust
(05-518) program.
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$Revision: 27889 $ of
$Date: 2009-02-02
$Author: lkagal$
References
1. http://dig.csail.mit.edu/
2. http://dig.csail.mit.edu/2009/04/publications.html
3. http://dig.csail.mit.edu/2008/Papers/AAAI%20SSS%202009/paper.pdf
4. ttp://dig.csail.mit.edu/2009/Papers/ISWC/policy-aware-reuse/paper.pdf
5. http://iswc2009.semanticweb.org/"
6. http://dig.csail.mit.edu/2009/Papers/SPOT/foaf-ssl-spot2009.pdf
7. http://dig.csail.mit.edu/TAMI/
8. http://doi.acm.org/10.1145/1349026.1349043
9. http://dig.csail.mit.edu/2008/06/info-accountability-cacm-weitzner.pdf
10. http://dig.csail.mit.edu/2008/Papers/IEEE%20Policy/air-overview.pdf
11. http://www.policy-workshop.org/2008/
12. http://dig.csail.mit.edu/2007/09/ieee-ic-beyond-secrecy-weitzner.html
13. http://dspace.mit.edu/bitstream/1721.1/37600/2/MIT-CSAIL-TR-2007-034.pdf
14. http://dspace.mit.edu/handle/1721.1/37600
15. http://dig.csail.mit.edu/2006/Papers/Policy07/data-purpose-algebra.pdf
16. http://dig.csail.mit.edu/2006/tami-portia-accountability-ws/summary
17. http://www.w3.org/2006/01/tami-privacy-strategies-aaai.pdf
18. https://dspace.mit.edu/bitstream/1721.1/30972/2/MIT-CSAIL-TR-2006-007.pdf
19. https://dspace.mit.edu/handle/1721.1/30972
20. http://dig.csail.mit.edu/TAMI/2008/JustificationUI/howto.html
21. http://dig.csail.mit.edu/TAMI/inprogress/TAMI.Overview.html
22. http://dig.csail.mit.edu/TAMI/2008/tech_challenges.html
23. http://dig.csail.mit.edu/TAMI/2007/s0/
24. http://dig.csail.mit.edu/TAMI/inprogress/Scenario-3.html
25. http://dig.csail.mit.edu/TAMI/cph/v1/
26. http://dig.csail.mit.edu/2008/ARL/
27. http://tw.rpi.edu/proj/tami/TAMI_Scenario_9
28. http://tw.rpi.edu/proj/tami/TAMI_Scenario_11
29. http://dig.csail.mit.edu/2009/IARPA-PIR/
30. http://www.policyawareweb.org/
31. http://www.mindswap.org/
32. http://www.nsf.gov/pubs/2005/nsf05518/nsf05518.htm
33. http://validator.w3.org/check?uri=referer
Usage: http://www.kk-software.de/kklynxview/get/URL
e.g. http://www.kk-software.de/kklynxview/get/http://www.kk-software.de
Errormessages are in German, sorry ;-)