Quantifying and Qualifying Trust: Spectral Decomposition of Trust Networks


Pavlovic, D. (2010) Quantifying and Qualifying Trust: Spectral Decomposition of Trust Networks. In: 7th International Workshop on Formal Aspects of Security and Trust, FAST 2010, 16-17 September 2010, Pisa, Italy (pp. pp. 1-17).

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Abstract:In a previous FAST paper, I presented a quantitative model of the process of trust building, and showed that trust is accumulated like wealth: the rich get richer. This explained the pervasive phenomenon of adverse selection of trust certificates, as well as the fragility of trust networks in general. But a simple explanation does not always suggest a simple solution. It turns out that it is impossible to alter the fragile distribution of trust without sacrificing some of its fundamental functions. A solution for the vulnerability of trust must thus be sought elsewhere, without tampering with its distribution. This observation was the starting point of the present paper. It explores different methods for securing trust: not by redistributing, but by qualifying it. The methods used to break privacy can be used to secure trust.
Item Type:Conference or Workshop Item
Copyright:© 2010 Springer
Electrical Engineering, Mathematics and Computer Science (EEMCS)
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Link to this item:http://purl.utwente.nl/publications/76524
Official URL:https://doi.org/10.1007/978-3-642-19751-2_1
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