Bisdikian, Chatschik

Norman, Timothy J

Sensoy, Murat

Srivastava, Mani B.

English

Aberdeen University Research Archive

A formal model of obfuscation and negotiation for location privacy,”

Access control to people location information,”

Building principles for a quality of information speciﬁcation for sensor information,”

Data obfuscation: Anonymity and desensitization of usable data sets,”

Demystifying privacy in sensory data: A qoi based approach,”

On the design and quantiﬁcation of privacy preserving data mining algorithms,”

Optimal trust network analysis with subjective logic,”

Quality of sensor-originated information in coalition information networks,”

Quality-of-inference (QoINF)-aware context determination in assisted living environments,”

Reasoning about obfuscated private information: who have lied and how to lie,”

Selecting relevant sensor providers for meeting ‘your’ quality information needs,”

Trust: Making and Breaking Cooperative Relations.

Wightwick (eds.), “Special issue on: Technologies for a smarter planet,”

Trust and obfuscation principles for quality of information in emerging pervasive environments

Abstract—The emergence of large scale, distributed, sensor-enabled, machine-to-machine pervasive applications necessitates engaging with providers of information on demand to collect the information, of varying quality levels, to be used to infer about the state of the world and decide actions in response. In these highly fluid operational environments, involving information providers and consumers of various degrees of trust and intentions, obfus-cation of information is used to protect providers from misuses of the information they share, while still providing benefits to their information consumers. In this paper, we develop the initial principles for relating to trust and obfuscation within the context of this emerging breed of applications. We start by extending the definitions of trust and obfuscation into this emerging application space. We, then, highlight their role as we move from tightly-coupled to loosely-coupled sensory-inference systems. Finally, we present the interplay between trust and obfuscation as well as the implications for reasoning under obfuscation. Index Terms—trust; obfuscation; Quality of Information; Value of Information; QoI; VoI; reasonin

Chatschik Bisdikian

Murat Sensoy

Timothy J. Norman

Mani B. Srivastava

CiteSeerX

Trust and obfuscation principles for quality of information in emerging pervasive environments,” ser

http://homepages.abdn.ac.uk/t.j.norman/pages/pdfs/Bisdikian++IQ2S2012.pdf

Trust and obfuscation principles for quality of information in emerging pervasive environments

Abstract

Similar works

Full text

Available Versions

Aberdeen University Research Archive

CiteSeerX