A simulation software for the evaluation of vulnerabilities in reputation management systems

V Agate, AD Paola, GL Re, M Morana - ACM Transactions on Computer …, 2021 - dl.acm.org
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 …

Benchmarking reputation systems: A quantitative verification approach

AJ Bidgoly, BT Ladani - Computers in Human Behavior, 2016 - Elsevier
Trust and reputation systems are classes of decision support tools which help detecting
malicious behavior based on collecting ratings and opinions. Despite their advantages …

Modeling trust and reputation systems in hostile environments

SA Ghasempouri, BT Ladani - Future Generation Computer Systems, 2019 - Elsevier
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 …

Modeling and quantitative verification of trust systems against malicious attackers

AJ Bidgoly, BT Ladani - The Computer Journal, 2016 - ieeexplore.ieee.org
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 …

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 …

A dynamic Bayesian network approach for agent group trust evaluation

TD Nguyen, Q Bai - Computers in human behavior, 2018 - Elsevier
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 …

Model checking of robustness properties in trust and reputation systems

SA Ghasempouri, BT Ladani - Future Generation Computer Systems, 2020 - Elsevier
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 …

Information theoretical analysis of unfair rating attacks under subjectivity

D Wang, T Muller, J Zhang, Y Liu - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
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 …

Bribery in rating systems: a game-theoretic perspective

X Zhou, S Matsubara, Y Liu, Q Liu - Pacific-Asia Conference on …, 2022 - Springer
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 …

Is it harmful when advisors only pretend to be honest?

D Wang, T Muller, J Zhang, Y Liu - … of the AAAI Conference on Artificial …, 2016 - ojs.aaai.org
In trust systems, unfair rating attacks—where advisors provide ratings dishonestly—
influence the accuracy of trust evaluation. A secure trust system should function properly …