Smart City Gnosys

Smart city article details

Title	Vulnerabilities And Ethical Issues In Machine Learning For Smart City Applications
ID_Doc	61387
Authors	Sagayam K.M.; Jeyasingh R.; Winston J.J.; Jose T.
Year	2022
Published	Advances in Science, Technology and Innovation
DOI	http://dx.doi.org/10.1007/978-3-031-08859-9_17
Abstract	In modern era, technology is transforming throughout the world fast-paced with numerous technological advancements and developments. Any use of technology, however, brings with it new concerns and obstacles. Many aspects of smart cities rely on data transfer, storage and learning technology and cyber-security issues have an impact on how they operate. First part of this chapter is focused on different aspects of vulnerabilities of machine learning in privacy, data security, privacy and public administration, scarcity of skilled professionals, huge capital, unemployment, economic disparity and artificial stupidity. Secondly, different ethical issues of ML in societal, implementation and data collection levels are presented. The use cases of smart city applications are presented to emphasize the vulnerabilities and ethical issues and to address and regulate such use of information. © 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.
Author Keywords	Cyber security; Deep learning; Ethical issues; Machine learning; Smart city; Vulnerabilities

Similar Articles

Id	Similarity	Authors	Title	Published
24486	0.903	Mohtashim M.	Ethical Considerations And Challenges Of Leveraging Iot And Machine Learning In Smart Urban Planning	Leveraging IoT and Machine Learning for Smart Urban Planning (2025)
24493	0.895	Shafik W.	Ethical Use Of Machine Learning Techniques In Smart Cities	Ethical Artificial Intelligence in Power Electronics (2024)
52298	0.893	Field B.G.	Some Ethical And Technological Challenges Of Smart Cities	Urban, Planning and Transport Research, 13, 1 (2025)
24480	0.892	Clever, S; Crago, T; Polka, A; Al-Jaroodi, J; Mohamed, N	Ethical Analyses Of Smart City Applications	URBAN SCIENCE, 2, 4 (2018)
5571	0.891	Xia L.; Semirumi D.T.; Rezaei R.	A Thorough Examination Of Smart City Applications: Exploring Challenges And Solutions Throughout The Life Cycle With Emphasis On Safeguarding Citizen Privacy	Sustainable Cities and Society, 98 (2023)
43066	0.885	Momen N.	Privacy And Ethics In A Smart City: Towards Attaining Digital Sovereignty	Advanced Sciences and Technologies for Security Applications (2023)
13193	0.884	Balashova S.A.; Reshetnikova M.S.	Business Sector And The Smart City In The Artificial Intelligence (Ai) Era: Ethics, Privacy, And Cybersecurity	ICT, the Business Sector and Smart Cities (2024)
24482	0.882	Aseri V.; Choudhary S.K.; Kumar A.; Gupta A.	Ethical And Legal Aspects Of Machine Learning In 5G-Enabled Smart City And Energy Grid Cyber-Defense	Advances in AI for Simulation and Optimization of Energy Systems (2025)
14407	0.872	Alkhazali A.R.M.; Khasawneh A.M.; Alzoubi S.; Magableh M.; Mohamed R.R.; Pandey B.	Cloud Computing In Smart Cities: Privacy, Ethical And Social Issues	2023 International Conference on Computer Science and Emerging Technologies, CSET 2023 (2023)
31966	0.87	Birkle C.; Hess C.	Integrating Data Ethics In Smart Cities: Insights From Leading European Cities	Springer Proceedings in Business and Economics (2025)