Shinren: non-monotonic trust management for distributed systems
File(s)DTR10-5.pdf (399.42 KB)
Published version
Author(s)
Dong, Changyu
Dulay, Naranker
Type
Report
Abstract
The open and dynamic nature of modern distributed systems and pervasive
environments presents significant challenges to security management. One
solution may be trust management which utilises the notion of trust in order to
specify and interpret security policies and make decisions on security-related actions.
Most trust management systems assume monotonicity where additional information
can only result in the increasing of trust. The monotonic assumption
oversimplifies the real world by not considering negative information, thus it cannot
handle many real world scenarios. In this paper we present Shinren1, a novel
non-monotonic trust management system based on bilattice theory and the anyworld
assumption. Shinren takes into account negative information and supports
reasoning with incomplete information, uncertainty and inconsistency. Information
from multiple sources such as credentials, recommendations, reputation and
local knowledge can be used and combined in order to establish trust. Shinren
also supports prioritisation which is important in decision making and resolving
modality conflicts that are caused by non-monotonicity.
environments presents significant challenges to security management. One
solution may be trust management which utilises the notion of trust in order to
specify and interpret security policies and make decisions on security-related actions.
Most trust management systems assume monotonicity where additional information
can only result in the increasing of trust. The monotonic assumption
oversimplifies the real world by not considering negative information, thus it cannot
handle many real world scenarios. In this paper we present Shinren1, a novel
non-monotonic trust management system based on bilattice theory and the anyworld
assumption. Shinren takes into account negative information and supports
reasoning with incomplete information, uncertainty and inconsistency. Information
from multiple sources such as credentials, recommendations, reputation and
local knowledge can be used and combined in order to establish trust. Shinren
also supports prioritisation which is important in decision making and resolving
modality conflicts that are caused by non-monotonicity.
Date Issued
2010-01-01
Citation
Departmental Technical Report: 10/5, 2010, pp.1-29
Publisher
Department of Computing, Imperial College London
Start Page
1
End Page
29
Journal / Book Title
Departmental Technical Report: 10/5
Copyright Statement
© 2010 The Author(s). This report is available open access under a CC-BY-NC-ND (https://creativecommons.org/licenses/by-nc-nd/4.0/)
Publication Status
Published
Article Number
10/5