Trustworthy Artificial Intelligence: A Review
University of Indianapolis · Indiana University – Purdue University Indianapolis
Abstract
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 healthcare, business, government, education, and justice, moving us toward a more algorithmic society. However, despite so many advantages of these systems, they sometimes directly or indirectly cause harm to the users and society. Therefore, it has become essential to make these systems safe, reliable, and trustworthy. Several requirements, such as fairness, explainability, accountability, reliability, and acceptance, have been proposed in this direction to make these systems trustworthy. This survey analyzes all of these…
Citation impact
- FWCI
- 127.33
- Percentile
- 100%
- References
- 175
Authors
4- DKDavinder KaurCorresponding
University of Indianapolis, Indiana University – Purdue University Indianapolis
- SUSüleyman Uslu
University of Indianapolis, Indiana University – Purdue University Indianapolis
- KJKaley J. Rittichier
University of Indianapolis, Indiana University – Purdue University Indianapolis
- ADArjan Durresi
University of Indianapolis, Indiana University – Purdue University Indianapolis
Topics & keywords
- Computer science
- Trustworthiness
- GRASP
- Harm
- Accountability
- Standardization
- Reliability (semiconductor)
- Government (linguistics)
- Peace, Justice and strong institutions