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A simulation software for the evaluation of vulnerabilities in reputation management systems
Multi-agent distributed systems are characterized by autonomous entities that interact with
each other to provide, and/or request, different kinds of services. In several contexts …
each other to provide, and/or request, different kinds of services. In several contexts …
Benchmarking reputation systems: A quantitative verification approach
Trust and reputation systems are classes of decision support tools which help detecting
malicious behavior based on collecting ratings and opinions. Despite their advantages …
malicious behavior based on collecting ratings and opinions. Despite their advantages …
Modeling trust and reputation systems in hostile environments
In many modern network environments, agents of the system have to select optimal service
providers who in turn decide to provide different quality of services. This is while …
providers who in turn decide to provide different quality of services. This is while …
Modeling and quantitative verification of trust systems against malicious attackers
Nowadays, trust systems (TSs) are widely used for tackling dishonest entities in many
modern environments. However, these systems are vulnerable to some kinds of attacks …
modern environments. However, these systems are vulnerable to some kinds of attacks …
Trusted AI and the contribution of trust modeling in multiagent systems
R Cohen, M Schaekermann, S Liu… - Proceedings of the 18th …, 2019 - dl.acm.org
Researchers in the field of artificial intelligence today are increasingly concerned with
whether the systems which they build will be" trusted AI", in other words, whether they will be …
whether the systems which they build will be" trusted AI", in other words, whether they will be …
A dynamic Bayesian network approach for agent group trust evaluation
Trust, an essential concept in human society, plays a crucial role in multi-agent systems by
giving agents the confidence in making decisions as well as maintaining the well-being of …
giving agents the confidence in making decisions as well as maintaining the well-being of …
Model checking of robustness properties in trust and reputation systems
Trust and reputation systems (TRSs) are used in cooperative environments where an agent
needs to make a decision for requesting or performing a service. However, TRSs can be …
needs to make a decision for requesting or performing a service. However, TRSs can be …
Information theoretical analysis of unfair rating attacks under subjectivity
Ratings provided by advisors can help an advisee to make decisions, eg, which seller to
select in e-commerce. Unfair rating attacks-where dishonest ratings are provided to mislead …
select in e-commerce. Unfair rating attacks-where dishonest ratings are provided to mislead …
Bribery in rating systems: a game-theoretic perspective
Rating systems play a vital role in the exponential growth of service-oriented markets. As
highly rated online services usually receive substantial revenue in the markets, malicious …
highly rated online services usually receive substantial revenue in the markets, malicious …
Is it harmful when advisors only pretend to be honest?
In trust systems, unfair rating attacks—where advisors provide ratings dishonestly—
influence the accuracy of trust evaluation. A secure trust system should function properly …
influence the accuracy of trust evaluation. A secure trust system should function properly …