Trustworthy ai: From principles to practices

B Li, P Qi, B Liu, S Di, J Liu, J Pei, J Yi… - ACM Computing Surveys, 2023 - dl.acm.org
The rapid development of Artificial Intelligence (AI) technology has enabled the deployment
of various systems based on it. However, many current AI systems are found vulnerable to …

Towards Risk‐Free Trustworthy Artificial Intelligence: Significance and Requirements

L Alzubaidi, A Al-Sabaawi, J Bai… - … Journal of Intelligent …, 2023 - Wiley Online Library
Given the tremendous potential and influence of artificial intelligence (AI) and algorithmic
decision‐making (DM), these systems have found wide‐ranging applications across diverse …

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
To design and develop AI-based systems that users and the larger public can justifiably
trust, one needs to understand how machine learning technologies impact trust. To guide …

Toward trustworthy AI development: mechanisms for supporting verifiable claims

M Brundage, S Avin, J Wang, H Belfield… - arXiv preprint arXiv …, 2020 - arxiv.org
With the recent wave of progress in artificial intelligence (AI) has come a growing awareness
of the large-scale impacts of AI systems, and recognition that existing regulations and norms …

Trustworthy ai: A computational perspective

H Liu, Y Wang, W Fan, X Liu, Y Li, S Jain, Y Liu… - ACM Transactions on …, 2022 - dl.acm.org
In the past few decades, artificial intelligence (AI) technology has experienced swift
developments, changing everyone's daily life and profoundly altering the course of human …

[图书][B] The assessment list for trustworthy artificial intelligence (ALTAI)

P Ala-Pietilä, Y Bonnet, U Bergmann, M Bielikova… - 2020 - books.google.com
On the 17 of July 2020, the High-Level Expert Group on Artificial Intelligence (AI HLEG)
presented their final Assessment List for Trustworthy Artificial Intelligence. Following a …

Trustworthy artificial intelligence: a review

D Kaur, S Uslu, KJ Rittichier, A Durresi - ACM computing surveys (CSUR …, 2022 - dl.acm.org
Artificial intelligence (AI) and algorithmic decision making are having a profound impact on
our daily lives. These systems are vastly used in different high-stakes applications like …

Designing for responsible trust in AI systems: A communication perspective

QV Liao, SS Sundar - Proceedings of the 2022 ACM Conference on …, 2022 - dl.acm.org
Current literature and public discourse on “trust in AI” are often focused on the principles
underlying trustworthy AI, with insufficient attention paid to how people develop trust. Given …

Advances, challenges and opportunities in creating data for trustworthy AI

W Liang, GA Tadesse, D Ho, L Fei-Fei… - Nature Machine …, 2022 - nature.com
As artificial intelligence (AI) transitions from research to deployment, creating the appropriate
datasets and data pipelines to develop and evaluate AI models is increasingly the biggest …

Trustworthy AI in the age of pervasive computing and big data

A Kumar, T Braud, S Tarkoma… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
The era of pervasive computing has resulted in countless devices that continuously monitor
users and their environment, generating an abundance of user behavioural data. Such data …