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Inter-temporal Privacy Metrics
Karlstads universitet, Fakulteten för hälsa, natur- och teknikvetenskap (from 2013), Institutionen för matematik och datavetenskap. (PriSec)
2014 (engelsk)Doktoravhandling, med artikler (Annet vitenskapelig)
Abstract [en]

Informational privacy of individuals has significantly gained importance after information technology has become widely deployed. Data, once digitalised, can be copied, distributed, and long-term stored at negligible costs. This has dramatic consequences for individuals that leave traces in the form of personal data whenever they interact with information technology, for instance, computers and phones; or even when information technology is recording the personal data of aware or unaware individuals. The right of individuals for informational privacy, in particular to control the flow and use of their personal data, is easily undermined by those controlling the information technology.

The objective of this thesis is to study the measurement of informational privacy with a particular focus on scenarios where an individual discloses personal data to a second party which uses this data for re-identifying the individual within a set of other individuals. We contribute with privacy metrics for several instances of this scenario in the publications included in this thesis, most notably one which adds a time dimension to the scenario for modelling the effects of the time passed between data disclosure and usage. The result is a new framework for inter-temporal privacy metrics.

sted, utgiver, år, opplag, sider
Karlstad: Karlstad University Press, 2014. , s. 20
Serie
Karlstad University Studies, ISSN 1403-8099 ; 2014:63
Emneord [en]
privacy, unlinkability, metrics, uncertainty, valuation process, domain-specific language, anonymous communication
HSV kategori
Forskningsprogram
Datavetenskap
Identifikatorer
URN: urn:nbn:se:kau:diva-33972ISBN: 978-91-7063-603-5 (tryckt)OAI: oai:DiVA.org:kau-33972DiVA, id: diva2:757291
Disputas
2014-12-16, Karlstad University, 21A342 (Eva Erikssonsalen), Universitetsgatan 2, 651 87 Karlstad, 08:15 (engelsk)
Opponent
Veileder
Tilgjengelig fra: 2014-11-25 Laget: 2014-10-03 Sist oppdatert: 2026-02-11bibliografisk kontrollert
Delarbeid
1. Re-identification revisited
Åpne denne publikasjonen i ny fane eller vindu >>Re-identification revisited
(engelsk)Manuskript (preprint) (Annet vitenskapelig)
HSV kategori
Forskningsprogram
Datavetenskap
Identifikatorer
urn:nbn:se:kau:diva-33970 (URN)
Tilgjengelig fra: 2014-10-03 Laget: 2014-10-03 Sist oppdatert: 2026-02-11bibliografisk kontrollert
2. Linkability Estimation Between Subjects and Message Contents Using Formal Concepts
Åpne denne publikasjonen i ny fane eller vindu >>Linkability Estimation Between Subjects and Message Contents Using Formal Concepts
2007 (engelsk)Inngår i: Proceedings of the 2007 ACM Workshop on Digital identity management (DIM), New York: ACM , 2007, s. 36-45Konferansepaper, Publicerat paper (Fagfellevurdert)
sted, utgiver, år, opplag, sider
New York: ACM, 2007
HSV kategori
Forskningsprogram
Datavetenskap
Identifikatorer
urn:nbn:se:kau:diva-7443 (URN)10.1145/1314403.1314410 (DOI)978-1-59593-889-3 (ISBN)
Tilgjengelig fra: 2011-05-23 Laget: 2011-05-23 Sist oppdatert: 2026-02-12bibliografisk kontrollert
3. Data Retention and Anonymity Services: Introducing a New Class of Realistic Adversary Models
Åpne denne publikasjonen i ny fane eller vindu >>Data Retention and Anonymity Services: Introducing a New Class of Realistic Adversary Models
2009 (engelsk)Inngår i: The Future of Identity in the Information Society, Springer , 2009, s. 92-106Konferansepaper, Publicerat paper (Fagfellevurdert)
sted, utgiver, år, opplag, sider
Springer, 2009
Serie
IFIP Advances in Information and Communication Technology, ISSN 1868-4238 ; vol 298
HSV kategori
Forskningsprogram
Datavetenskap
Identifikatorer
urn:nbn:se:kau:diva-7452 (URN)10.1007/978-3-642-03315-5_7 (DOI)978-3-642-03314-8 (ISBN)
Konferanse
4th IFIP WG 9.2, 9.6/11.6, 11.7/FIDIS International Summer School
Tilgjengelig fra: 2011-05-25 Laget: 2011-05-25 Sist oppdatert: 2026-02-12bibliografisk kontrollert
4. Hidden VoIP Calling Records from Networking Intermediaries
Åpne denne publikasjonen i ny fane eller vindu >>Hidden VoIP Calling Records from Networking Intermediaries
2010 (engelsk)Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract

While confidentiality of telephone conversation contents has recently received considerable attention in Internet telephony (VoIP), the protection of the caller--callee relation is largely unexplored. From the privacy research community we learn that this relation can be protected by Chaum's mixes. In early proposals of mix networks, however, it was reasonable to assume that high latency is acceptable. While the general idea has been deployed for low latency networks as well, important security measures had to be dropped for achieving performance. The result is protection against a considerably weaker adversary model in exchange for usability. In this paper, we show that it is unjustified to conclude that low latency network applications imply weak protection. On the contrary, we argue that current Internet telephony protocols provide a range of promising preconditions for adopting anonymity services with security properties similar to those of high latency anonymity networks. We expect that implementing anonymity services becomes a major challenge as customer privacy becomes one of the most important secondary goals in any (commercial) Internet application.

sted, utgiver, år, opplag, sider
Munich, Germany: ACM, 2010
Emneord
anonymity, voip, mix networks
HSV kategori
Forskningsprogram
Datavetenskap
Identifikatorer
urn:nbn:se:kau:diva-11443 (URN)
Konferanse
Principles, System and Applications of IP Telecommunications (IPTCOMM2010)
Tilgjengelig fra: 2012-02-08 Laget: 2012-02-08 Sist oppdatert: 2026-02-11bibliografisk kontrollert
5. Valuating Privacy with Option Pricing Theory
Åpne denne publikasjonen i ny fane eller vindu >>Valuating Privacy with Option Pricing Theory
2010 (engelsk)Inngår i: Economics of Information Security and Privacy / [ed] Tyler Moore, David Pym, and Christos Ioannidis, New York: Springer , 2010, s. 187-193Kapittel i bok, del av antologi (Fagfellevurdert)
Abstract

One of the key challenges in the information society is responsible handling of personal data. An often-cited reason why people fail to make rational decisions regarding their own informational privacy is the high uncertainty about future consequences of information disclosures today. This chapter builds an analogy to financial options and draws on principles of option pricing to account for this uncertainty in the valuation of privacy. For this purpose, the development of a data subject's personal attributes over time and the development of the attribute distribution in the population are modelled as two stochastic processes, which fit into the Binomial Option Pricing Model (BOPM). Possible applications of such valuation methods to guide decision support in future privacy-enhancing technologies (PETs) are sketched

sted, utgiver, år, opplag, sider
New York: Springer, 2010
Emneord
privacy, metrics, option pricing theory
HSV kategori
Forskningsprogram
Datavetenskap
Identifikatorer
urn:nbn:se:kau:diva-10132 (URN)9781441969668 (ISBN)
Tilgjengelig fra: 2012-02-08 Laget: 2012-02-08 Sist oppdatert: 2026-02-11bibliografisk kontrollert
6. Towards a Formal Language for Privacy Options
Åpne denne publikasjonen i ny fane eller vindu >>Towards a Formal Language for Privacy Options
2011 (engelsk)Inngår i: Privacy and Identity Management for Life / [ed] Simone Fischer-Hübner, Penny Duquenoy, Marit Hansen, Ronald Leenes & Ge Zhang, Springer, 2011, s. 27-40Konferansepaper, Publicerat paper (Fagfellevurdert)
sted, utgiver, år, opplag, sider
Springer, 2011
Serie
IFIP Advances in Information and Communication Technology ; 352
HSV kategori
Forskningsprogram
Datavetenskap
Identifikatorer
urn:nbn:se:kau:diva-7454 (URN)10.1007/978-3-642-20769-3_3 (DOI)000300068100003 ()
Konferanse
6th IFIP WG 9.2, 9.6/11.7, 11.4, 11.6/PrimeLife International Summer School, Helsingborg, Sweden, August 2-6, 2010
Tilgjengelig fra: 2011-05-25 Laget: 2011-05-25 Sist oppdatert: 2026-02-12bibliografisk kontrollert
7. The Privacy Option Language: Specification & Implementation
Åpne denne publikasjonen i ny fane eller vindu >>The Privacy Option Language: Specification & Implementation
2013 (engelsk)Rapport (Annet vitenskapelig)
Abstract [en]

The data protection laws in Europe require that data controllers provide privacy policies to inform individuals about the prospective processing of their personal data. The ever growing expressiveness of privacy policy languages allows to specify policies in a growing number of details. This and new options for policy negotiations transformed rather general privacy policies into specific privacy contracts between the data controller and the individual.

In this report, we specify a privacy contract language and call it the Privacy Option Language. It is modelled after the analogy between financial option contracts and data disclosures which has been presented in previous work and led to the Privacy Option notion. The language specification provides privacy by design through its data minimisation provisions, i.e., all contracts are automatically reduced to their canonical form so that individual differences in the contract formulation are inherently normalised. The language specification is extensible in two ways. First, hooks are specified in the core language and can be used to connect sublanguages. The freedom to choose any suitable sublanguage allows to specify language details independent of the core language. Second, the Privacy Option Language itself can be used as a sublanguage within a more general-domain language. We give examples for both types of extensions. Additionally, we provide tools for evaluating semantics such as human-readable presentations of Privacy Options and contract management. The definitions of the semantics are kept simple and serve as templates for more practical ones.

All functionality can be checked by interactive tests in a standard multi-purpose programming language interpreter, since the Privacy Option Language is specified as an embedded domain-specific language within Haskell. Hands-on examples are provided along with the language specification.

Publisher
s. 70
Serie
Karlstad University Studies, ISSN 1403-8099 ; 2013:29
Emneord
privacy policy language, inter-temporal privacy
HSV kategori
Forskningsprogram
Datavetenskap
Identifikatorer
urn:nbn:se:kau:diva-27396 (URN)978-91-7063-507-6 (ISBN)
Prosjekter
PETweb II
Tilgjengelig fra: 2013-05-27 Laget: 2013-05-27 Sist oppdatert: 2026-02-11bibliografisk kontrollert

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