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1

Trust Management and Theory Revision
 = Ji Ma
School of Computer and Information Science
Uni= versity of South Australia


 =
 24th September 2004, presented at= = SKM=
 
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Outline
<= span style=3D'font-family:Arial;font-size:88%'>•Motivation (background, aims etc)
<= span style=3D'font-family:Arial;font-size:88%'>•A brief  introduction t= o the logic TML
<= span style=3D'font-family:Arial;font-size:88%'>•Theories of trust
<= span style=3D'font-family:Arial;font-size:88%'>•Modeling the dynamics of trust
<= span style=3D'font-family:Arial;font-size:88%'>•A methodology for theory revision
<= span style=3D'font-family:Arial;font-size:88%'>•Conclusion and future work
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Trust and Belief
•Trust and trust management are important issues for digital communication systems. =
•
•Some general questions regarding trust and agent belief such as:
•
•= Can I trust the system?
•Is the message received through the system  reliable?
•
•
•
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Trust and Belief (con’t)
•=    Every security system depends on trust
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=
5
Recent= ly Research Work on Trust
• Most of the work focus on: = ;
<= span style=3D'font-family:Arial;font-size:75%'>•Trust concept: What is trust?
•       &nbs= p;    (Dimitrakos 2001, Kini & Choobineh 98)
<= span style=3D'font-family:Arial;font-size:75%'>•Specification of trust and reasoning
•       &nbs= p;    (Liu 2001, Liu & Ozols 2002, etc)
<= span style=3D'font-family:Arial;font-size:75%'>•Trust management
•       &nbs= p;     (Blaze 93, Yahalom et al.= 93, Josang 2000)
•
•But not many papers focused on a dynamic theory of trust= 3;
<= span style=3D'font-size:88%;visibility:hidden'>•
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Trust Theories
• The concept of trust theory is proposed  for the specification of trust  (Liu 2001) .
•<= span style=3D'font-family:Arial;font-size:75%;display:none'>
•A trust theory is a set of rules describing trust of agents in a system, and
&#= 8226;
•established based on the initia= l trust of agents in a system.
= 226;
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Need to revise a trust theory?
•Trust changes dynamically
•
•A theory is constructed based on the initial trust of = agents in the system, therefore= ,
•
•When agents lose their trust in dynamic environment, <= span style=3D'position:absolute;top:61.25%;left:12.17%;width:87.64%;height:5.2= 5%'>the theory need to be revised, otherwise it can no longer be used for any security purpose
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Aims of Our Work
•= Investigate factors that influe= nce trust
•
•Provide methods and techniques for modeling the dynamics of trust <= /span>
•
•Obtain a general approach to revising  and managing a theory of trust for an agent-= based system <= /span>
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Contributions of this Paper
• In this paper, we propose
•<= /span>A method for modeling trust changes and an algorithm to compute the trust state =
•= A method for modeling theory changes =
•<= /span>A technique for computing the new theory based on trust changes
•= A framework for managing a theory of trust= = ;
•
•
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10

TML logic - What is it?
•=
• TML is an extension of the first-order logic with
= •  typed varia= bles, and
= •  multiple be= lief operators
= •=
•  Belief oper= ator Bi=   stands for “agent i believes that”.
= •= =
•  Every varia= ble must be typed, i.e., it ranges over a certain domain.
•=
•= =
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Why T= ML?
•We choose TML, because of
•Its expressive power:  TML can express agent beliefs in= a natural way.
•any security system depends on agent beliefs. =
•
•Example:  If we have
• Bjohn Has(bob, key)
• Bjohn (Has(x, key) ® x,doc))
•
•Then, we may derive that
•       &nbs= p;       john MayRead(bob, doc).
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Multi-agent Systems
•Agents can be human beings, mac= hines, a program, a method or any other entities.
<= span style=3D'font-family:Arial;font-size:75%;visibility:hidden'>•
•Agents may have their goals, intentions, beliefs, obligations etc.
<= span style=3D'font-family:Arial;font-size:75%;visibility:hidden'>•
•They may perform actions (co-operatively sometimes) in a society of other agents.
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Trust Model and TrustTheory 
<= span style=3D'font-family:Arial;font-size:75%;color:#FF9900;mso-color-index:4'= >•<= span style=3D'font-family:Arial;font-size:75%;color:#FF9900;mso-color-index:4'= >Simple trust model (Liu &= amp; Ozols, 2002):
•    An agent does not tr= ust anyone but the security mechanisms (as special agents) of the system.
•
•For reasoning about beliefs, the key is to obtain rules specifying such trust.
<= span style=3D'font-family:Arial;font-size:75%;visibility:hidden'>•
= •Those rules form a theory, we called it a trust theory.
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An example – A secur= ed room
(A multi-agent authentication system)
•
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•  Agents: a1, a2, a3, a= 4  control doors d1,d2,d,3,d4 respectively.
•  Authentication method= s: m1 (for d1) ,m2 (d2) ,m3 (d3), m4 (d4)
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