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A Data Privacy Taxonomy
[chapter]
2009
Lecture Notes in Computer Science
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The work contributes by briefly providing the larger context for the way privacy is defined legally and legislatively but primarily provides a taxonomy capable of thinking of data privacy technologically ...
This paper provides an explicit definition of data privacy suitable for ongoing work in data repositories such as a DBMS or for data mining. ...
Fundamental to realizing this vision is the need to develop a data model that has privacy as first-order feature so we intend to build the aspects of this taxonomy into a new privacy-aware data model. ...
doi:10.1007/978-3-642-02843-4_7
fatcat:mxcr3y673becrpx2sm4slreo7e
A Taxonomy of Social Networking Data
2010
IEEE Security and Privacy
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be important to keep this taxonomy in mind. ...
the data you give
to a social networking site in or-
der to use it. ...
doi:10.1109/msp.2010.118
fatcat:eob4uj72azhhpe2uxoo6pp36ti
User's Privacy in Recommendation Systems Applying Online Social Network Data, A Survey and Taxonomy
[article]
2018
arXiv
pre-print
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Recommender systems have become an integral part of many social networks and extract knowledge from a user's personal and sensitive data both explicitly, with the user's knowledge, and implicitly. ...
This trend has created major privacy concerns as users are mostly unaware of what data and how much data is being used and how securely it is used. ...
Taxonomy of Privacy Privacy can be studied from different aspects: privacy concerns, scoring models and privacy-preserving models and approaches (Figure 1.1 ). ...
arXiv:1806.07629v1
fatcat:fbo7j4wq2jf6xmlqkxw2777sfe
A Taxonomy for the Representation of Privacy and Data Control Signals
[chapter]
2020
Frontiers in Artificial Intelligence and Applications
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In this paper, we develop a Taxonomy for the Representation of Privacy and Data Control Signals. ...
We also validate the Taxonomy by applying it to extracts from documentation, and argue that it shows potential for the annotation and evaluation of privacy policies as well. ...
Results: A Taxonomy for Privacy and Data Control Signals This exercise results in a complex and multi-layered Taxonomy for the Representation of Privacy and Data Control Signals. ...
doi:10.3233/faia200846
fatcat:dptmylgbfbemdefbkyuox2a6w4
A Requirements-based Comparison of Privacy Taxonomies
2008
2008 Requirements Engineering and Law
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In this paper, we compare a requirements engineering taxonomy of privacy protections and vulnerabilities to a legal taxonomy of privacy harms. ...
Requirements engineers have begun to model privacy requirements based on taxonomic classifications of privacy. Independently, legal research has modeled privacy harms in a taxonomic fashion. ...
The second is a legal taxonomy of privacy harms, which we will refer to as the Solove Taxonomy. ...
doi:10.1109/relaw.2008.1
dblp:conf/re/MasseyA08
fatcat:cfsyr5ctizc23omddzymap322q
Taxonomy for Privacy Policies of Social Networks Sites
2013
Social Networking
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In this paper, we present both a mechanism to enhance privacy in SNSs and taxonomy for classifying SNSs privacy policies. ...
We combine and extend two taxonomies of privacy, unifying them to classify SNSs privacy policies and also the aforementioned mechanism. ...
This paper presented taxonomy for classifying the privacy policy of social networking sites and a privacy mechanism. ...
doi:10.4236/sn.2013.24015
fatcat:uu7vtbbtgbfklkkd3eaanftyiu
Linking Privacy Solutions to Developer Goals
2009
2009 International Conference on Availability, Reliability and Security
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As a validation for the taxonomy, existing privacy solutions are matched to each strategy. ...
Privacy is gaining importance since more and more data becomes digitalized. There is also a growing interest from the security community because of the existing synergy between security and privacy. ...
Taxonomy Validation To validate the taxonomy, a study is made where existing privacy work fits into the taxonomy. ...
doi:10.1109/ares.2009.51
dblp:conf/IEEEares/WuytsSDJ09
fatcat:mttf4cwudbevlj5zeq7apd6jjm
Analysis of social networking privacy policies
2010
Proceedings of the 1st International Workshop on Data Semantics - DataSem '10
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In this paper, we review a privacy taxonomy for data storage polices and models and extend it to support social networking. ...
We then apply the extended taxonomy to the privacy policies of six commonly used social networks, and present our findings with regards to how the published privacy policies of these social networks protect ...
taxonomy Figure 2 : The four data layers of Orkut on the privacy taxonomy purpose and granularity of the data, with retention not being a consideration at all. ...
doi:10.1145/1754239.1754275
dblp:conf/edbtw/WuMGB10
fatcat:675oql64wfccljeaabtsppouku
Differentially private genome data dissemination through top-down specialization
2014
BMC Medical Informatics and Decision Making
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However, privacy concerns have impeded efficient genome data sharing. In this paper, we present a novel approach for disseminating genomic data while satisfying differential privacy. ...
The experimental results suggest that the proposed algorithm can retain certain data utility in terms of a high sensitivity. ...
This article has been published as part of BMC Medical Informatics and Decision Making Volume 14 Supplement 1, 2014: Critical Assessment of Data Privacy and Protection (CADPP). ...
doi:10.1186/1472-6947-14-s1-s2
pmid:25521306
pmcid:PMC4290801
fatcat:qvcr3zhn4zcfbddntmmuk2qyv4
Platform for Enterprise Privacy Practices: Privacy-Enabled Management of Customer Data
[chapter]
2003
Lecture Notes in Computer Science
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The purpose of this paper is to provide a taxonomy of Information Privacy in Collaborative Environments. ...
Findings: A taxonomy was successfully developed with the identification of three high level dimensions of information privacy. ...
There are a number of formal definitions for data privacy that are useful in our taxonomy representation. ...
doi:10.1007/3-540-36467-6_6
fatcat:cagtwosxhrcolbvzcgouy6trwy
An information privacy taxonomy for collaborative environments
2006
Information Management & Computer Security
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This paper provides a Information Privacy taxonomy for Collaborative Environments. ...
The knowledge provided from a information privacy taxonomy can be used to formulate better information privacy policies, practices, and privacy enhancing technologies (PET's). ...
There are a number of formal definitions for data privacy that are useful in our taxonomy representation. ...
doi:10.1108/09685220610690835
fatcat:x7yys7u4vbe3rc2osrvuxwpvsu
A Taxonomy of Requirements for the Privacy Goal Transparency
[chapter]
2015
Lecture Notes in Computer Science
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Privacy is a growing concern during software development. ...
Transparency-in the sense of increasing user's privacy-awareness-is a privacy goal that is not as deeply studied in the literature as the properties anonymity and unlinkability. ...
Figure 2 shows our taxonomy in the form of a metamodel using a UML class diagram. ...
doi:10.1007/978-3-319-22906-5_15
fatcat:un5fls5mr5euhbxoqojpgwzhpe
Taxonomy of social network data types
2014
EURASIP Journal on Information Security
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The terminology is organized hierarchically resulting in a taxonomy of data types. The paper furthermore discusses and develops a metric to assess the privacy relevance of different data types. ...
The lack of a terminology impedes comparability of related work and discussions among researchers, especially in the case of privacy implications of different data types. ...
Based on the data types identified in the taxonomy, a privacy relevance metric is developed in Section 5. ...
doi:10.1186/s13635-014-0011-7
fatcat:zd77bhgfefhm7mjkqpbt5bhawi
Taxonomy of social network data types
2014
EURASIP Journal on Information Security
Preserved Fulltext
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The file type is application/pdf.
The terminology is organized hierarchically resulting in a taxonomy of data types. The paper furthermore discusses and develops a metric to assess the privacy relevance of different data types. ...
The lack of a terminology impedes comparability of related work and discussions among researchers, especially in the case of privacy implications of different data types. ...
Based on the data types identified in the taxonomy, a privacy relevance metric is developed in Section 5. ...
doi:10.1186/preaccept-9586330381233118
fatcat:atqibot7lzcjpptekwkffhfyma
A requirements taxonomy for reducing Web site privacy vulnerabilities
2003
Requirements Engineering
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This paper presents a taxonomy of privacy requirements for Web sites. ...
This taxonomy was then validated during a second goal extraction exercise, involving privacy policies from a range of health care related Web sites. ...
Additionally, we thank Thomas Alspaugh, Colin Potts, Richard Smith and Gene Spafford for discussions leading to our classification of privacy protection goals and vulnerabilities. ...
doi:10.1007/s00766-003-0183-z
fatcat:jkiyewtlczblrnh74soitsyugu
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