Machine learning based trust computational model for IoT services

U Jayasinghe, GM Lee, TW Um… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… In Section 2, we survey related contributions on trust modeling, management, and computation
methods. Following that, the design principles of a trust framework are defined in Section …

Machine learning-based recommendation trust model for machine-to-machine communication

E Eziama, LMS Jaimes, A James… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
… the application of machine learning trust models as better … indices of different machine
learning trust models in the … communication systems and the notion of trust. Section III gives an …

A survey on trust evaluation based on machine learning

J Wang, X Jing, Z Yan, Y Fu, W Pedrycz… - ACM Computing Surveys …, 2020 - dl.acm.org
trust evaluation based on machine learning. First, we cover essential prerequisites of trust
evaluation and machine learning… Then, we justify a number of requirements that a sound trust

Towards a generic trust management framework using a machine-learning-based trust model

J López, S Maag - 2015 IEEE Trustcom/BigDataSE/ISPA, 2015 - ieeexplore.ieee.org
… management framework which is capable of processing different trust features as … , and a
trust model based on the solution of a multi-class classification problem using machine learning

Understanding the effect of accuracy on trust in machine learning models

M Yin, J Wortman Vaughan, H Wallach - … of the 2019 chi conference on …, 2019 - dl.acm.org
… the model’s stated accuracy on held-out data and on its observed accuracy in practice. We
find that people’s trust in a model is … machine learning, but moves beyond the typical focus on …

[图书][B] Computational trust models and machine learning

X Liu, A Datta, EP Lim - 2014 - books.google.com
… of trust modeling. In this section, we first provide a brief review of traditional com… trust models
in Section 1.3.1. Then we discuss recently emerged machine learning based trust modeling

Detection of adversary nodes in machine-to-machine communication using machine learning based trust model

E Eziama, S Ahmed, S Ahmed, F Awin… - … symposium on signal …, 2019 - ieeexplore.ieee.org
… This inherent attribute of the model can enhance machine learning trust computation and
process accuracy. The model has major three types of parameters, namely the Boost, General …

The state of the art in enhancing trust in machine learning models with the use of visualizations

A Chatzimparmpas, RM Martins, I Jusufi… - Computer Graphics …, 2020 - Wiley Online Library
… tools related to enhancing trust in ML models, which has … (STAR) on enhancing trust in ML
models with the use of interactive … Among our contributions is a categorization of trust against …

Trust model simulation of cross border e-commerce based on machine learning and Bayesian network

F Zhang, Y Yang - Journal of Ambient Intelligence and Humanized …, 2021 - Springer
trust model based on the existing trust evaluation technology, machine learning theory and
the cloud model … With the support of cloud model, trust evaluation method has been improved…

The relationship between trust in AI and trustworthy machine learning technologies

E Toreini, M Aitken, K Coopamootoo, K Elliott… - Proceedings of the …, 2020 - dl.acm.org
… Moreover, trust can … Trust to discuss trustworthiness technologies in all stages of the life
cycle. In so doing we establish the ways in which machine learning technologies support trusted