A review of trustworthy and explainable artificial intelligence (xai)

V Chamola, V Hassija, AR Sulthana, D Ghosh… - IEEe …, 2023 - ieeexplore.ieee.org
The advancement of Artificial Intelligence (AI) technology has accelerated the development
of several systems that are elicited from it. This boom has made the systems 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 …

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 …

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 …

Recent advances in trustworthy explainable artificial intelligence: Status, challenges, and perspectives

A Rawal, J McCoy, DB Rawat… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Artificial intelligence (AI) and machine learning (ML) have come a long way from the earlier
days of conceptual theories, to being an integral part of today's technological society. Rapid …

[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 …

Explainable artificial intelligence for smart city application: a secure and trusted platform

MH Kabir, KF Hasan, MK Hasan, K Ansari - … Artificial Intelligence for Cyber …, 2022 - Springer
Artificial Intelligence (AI) is one of the disruptive technologies that is shaping the future. It has
growing applications for data-driven decisions in major smart city solutions, including …

XAI for cybersecurity: state of the art, challenges, open issues and future directions

G Srivastava, RH Jhaveri, S Bhattacharya… - arXiv preprint arXiv …, 2022 - arxiv.org
In the past few years, artificial intelligence (AI) techniques have been implemented in almost
all verticals of human life. However, the results generated from the AI models often lag …

[HTML][HTML] Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation

N Díaz-Rodríguez, J Del Ser, M Coeckelbergh… - Information …, 2023 - Elsevier
Abstract Trustworthy Artificial Intelligence (AI) is based on seven technical requirements
sustained over three main pillars that should be met throughout the system's entire life cycle …

Peeking inside the black-box: a survey on explainable artificial intelligence (XAI)

A Adadi, M Berrada - IEEE access, 2018 - ieeexplore.ieee.org
At the dawn of the fourth industrial revolution, we are witnessing a fast and widespread
adoption of artificial intelligence (AI) in our daily life, which contributes to accelerating the …