Modelling and Evaluating Trust Relationships in Mobile Agents Based Systems 1st edition by Ching Lin, Vijay Varadharajan – Ebook PDF Instant Download/Delivery. 3540202080, 978-3540202080
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ISBN 10: 3540202080
ISBN 13: 978-3540202080
Author: Ching Lin, Vijay Varadharajan
This paper considers a trust framework for mobile agent based systems. It introduces the concept of trust reflection and presents a novel method using views of the trustor to derive the trust symmetry. This new approach addresses the trust initialization issues and allows for different levels of initial trust to be established based on trustor’s initial assessment and then enables different trust dynamics to evolve in the course of future interactions in situations where full trust appraisal is not possible at the beginning of interactions. This is an important aspect for security in distributed systems, especially in mobile agent based systems due to the fact that the agent owner principals may not have all the information to appraise full trust in other entities(e.g. foreign hosts to be visited by the mobile agent) when composing an itinerary prior to the deployment of mobile agent. Our framework proposes a new formalism to capture and reason about trust reflection and presents an algorithm for updating trust during system operation. This is then applied to a simulated mobile agent system and an analysis of the results is presented.
Modelling and Evaluating Trust Relationships in Mobile Agents Based Systems 1st Table of contents:
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Introduction
- 1.1 Motivation for Trust in Mobile Agent Systems
- 1.2 Role of Trust in Distributed and Autonomous Systems
- 1.3 Challenges in Modeling Trust for Mobile Agents
- 1.4 Objectives and Contributions of the Paper
- 1.5 Organization of the Paper
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Background and Related Work
- 2.1 Overview of Mobile Agent Systems
- 2.2 Trust Concepts in Distributed Systems
- 2.3 Trust Models in Mobile Agent Systems
- 2.4 Existing Approaches for Trust Evaluation in Multi-Agent Systems
- 2.5 Trust Management Frameworks and Mechanisms
- 2.6 Challenges in Trust Modeling and Evaluation
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Preliminaries
- 3.1 Definitions and Key Terminologies in Trust and Trustworthiness
- 3.2 Mobile Agents and Their Interaction in Networked Environments
- 3.3 Types of Trust: Direct, Indirect, and Reputation-Based Trust
- 3.4 Trust Metrics and Parameters for Evaluation
- 3.5 Assumptions and Threat Models
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Trust Models for Mobile Agent Systems
- 4.1 Formal Definition of Trust in Mobile Agent Systems
- 4.2 Trust Representation: Scalar vs. Probabilistic Models
- 4.3 Reputation Systems for Trust Evaluation
- 4.4 Trust Propagation and Transfer in Mobile Agent Networks
- 4.5 Context-Aware Trust Models
- 4.6 Hybrid Trust Models (Combining Direct and Indirect Trust)
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Design and Implementation of Trust Management Mechanisms
- 5.1 Framework for Trust Evaluation in Mobile Agents
- 5.2 Trust Computation Mechanisms: Aggregation and Weighting
- 5.3 Trust Updates: Dynamic vs. Static Trust Models
- 5.4 Handling Uncertainty and Incomplete Information
- 5.5 Trust Revocation and Reputation Recovery
- 5.6 Secure and Robust Trust Management Systems
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Evaluation of Trust Models and Mechanisms
- 6.1 Criteria for Evaluating Trust Models in Mobile Agents
- 6.2 Simulation Setup and Experimental Design
- 6.3 Performance Metrics: Accuracy, Efficiency, and Scalability
- 6.4 Comparison of Different Trust Models and Systems
- 6.5 Case Study: Trust Evaluation in Practical Mobile Agent Scenarios
- 6.6 Sensitivity Analysis: Impact of Trust Parameters on System Behavior
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Applications of Trust in Mobile Agent Systems
- 7.1 Trust in Collaborative and Distributed Computing
- 7.2 Security in Mobile Agent-Based E-Commerce
- 7.3 Trust in Autonomous Agents for IoT and Smart Environments
- 7.4 Mobile Agent Systems in Distributed Decision-Making
- 7.5 Trust Management in Peer-to-Peer Networks
- 7.6 Trust for Privacy Preservation and Data Sharing
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Challenges and Limitations
- 8.1 Issues with Trust Calculation and Accuracy
- 8.2 Trust Manipulation and Attacks in Mobile Agent Systems
- 8.3 Scalability of Trust Models in Large-Scale Systems
- 8.4 Privacy Concerns in Trust Management
- 8.5 Handling Malicious and Faulty Agents
- 8.6 Dealing with Uncertainty in Trust Decisions
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Future Directions
- 9.1 Enhancing Trust Models with Machine Learning Techniques
- 9.2 Quantum Trust Models in Future Mobile Agent Systems
- 9.3 Trust in Hybrid Mobile-Agent-Blockchain Systems
- 9.4 Cross-Domain Trust: Interoperability of Trust Models Across Systems
- 9.5 Real-Time Trust Evaluation for Mobile Agents
- 9.6 Integrating Privacy-Preserving Trust Models in Mobile Agents
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Conclusion
- 10.1 Summary of Contributions and Findings
- 10.2 Impact of Trust Modeling on Mobile Agent System Security and Efficiency
- 10.3 Open Problems and Future Research Directions
- 10.4 Final Remarks
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