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On the Design and Quantification of Privacy Preserving Data.. - Agrawal, Aggarwal (2001) (45 citations) (Correct)
....In particular, data mining techniques are considered a challenge to privacy preservation due to their natural tendency to use sensitive information about individuals. Some interesting discourses on the nature of privacy in the context of recent trends in information technology may be found in [3, 5, 10, 11, 12, 13]. This has lead to a considerable amount of focus on privacy preserving data collection and mining methods [1, 6, 7, 8, 15] An innovative approach for privacy preserving data mining was recently proposed in [1] This technique relies on two facts: # Users are not equally protective of all values ....
The World Wide Web Consortium. The platform for privacy preference (P3P). Available from ################################.
Privacy-Preserving Data Mining - Agrawal, Srikant (2000) (98 citations) (Correct)
....reconstruction procedure to accurately estimate the distribution of original data values. By using these reconstructed distributions, we are able to build classifiers whose accuracy is comparable to the accuracy of classifiers built with the original data. 1 Introduction Explosive progress in networking, storage, and processor technologies has led to the creation of ultra large databases that record unprecedented amount of transactional information. In tandem with this dramatic increase in digital data, concerns about informational privacy have emerged globally [Tim97] Eco99] eu998] ....
....creation of ultra large databases that record unprecedented amount of transactional information. In tandem with this dramatic increase in digital data, concerns about informational privacy have emerged globally [Tim97] Eco99] eu998] Off98] Privacy issues are further exacerbated now that the World Wide Web makes it easy for the new data to be automatically collected and added to databases [HE98] Wes98a] Wes98b] Wes99] CRA99a] Cra99b] The concerns over massive collection of data are naturally extending to analytic tools applied to data. Data mining, with its promise to efficiently ....
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The World Wide Web Consortium. The Platform for Privacy Preference (P3P). Available from http://www.w3.org/P3P/P3FAQ.html.
Modeling Ubiquitous Web Applications - The WUML Approach - Kappel, Pröll.. (2001) (2 citations) Self-citation (Web) (Correct)
....for dealing with ubiquitous issues in web application development. Several issues remain to be resolved. We stress three of them. First, what is the right conceptual model of complex context and profile information There are several standardisation efforts under way, such as CC PP [24] and P3P [25], but to the best of our knowledge, there exists no comprehensive though open framework for context and profile modelling. In particular, we regard openness as crucial issue, since the kinds of relevant context and profile information will be growing in the near future (think of temperature in ....
World Wide Web Consortium (W3C), Platform for Privacy Preferences (P3P) Project, http://www.w3.org/P3P, 2001.
A Taxonomy of Single Sign-On Systems - Pashalidis, Mitchell (2003) (Correct)
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World Wide Web Consortium. The Platform for Privacy Preferences 1.0 (P3P
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