Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Faculty Publications Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Arora, Kavita; Gupta, Neha; Upreti, Kamal; Jain, Rituraj; Radhakrishnan, G.V. Title A name given to the resource Protecting Privacy and Ethics in AI-driven Conversational Systems using Laplace Mechanism Date A point or period of time associated with an event in the lifecycle of the resource 01-01-2025 Source A related resource from which the described resource is derived Turkish Journal of Engineering;Volume;9;Issue;4;pp.779-790 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.31127/tuje.1690888" target="_blank" rel="noreferrer noopener">https://doi.org/10.31127/tuje.1690888</a> <br /><br /><a href="https://www.scopus.com/pages/publications/105019044268?origin=resultslist" target="_blank" rel="noreferrer noopener">https://www.scopus.com/pages/publications/105019044268?origin=resultslist</a> Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Arora K., Manav Rachna International Institute of Research and Studies, School of Computer Applications, Faridabad, India; Gupta N., Manav Rachna International Institute of Research and Studies, School of Computer Applications, Faridabad, India; Upreti K., Christ University, Department of Computer Science, Delhi NCR Campus, Ghaziabad, India; Jain R., Marwadi University, Department of Information Technology, Gujarat, Rajkot, India; Radhakrishnan G.V., Kalinga Institute of Industrial Technology, Kalinga School of Management, Bhubaneswar, India Description An account of the resource AI-powered analytics and conversational systems designed for data mining and other manipulative tasks raise concerns about who can access data and how to utilize it. This data progression has brought forth significant ethical considerations concerning privacy and ethics. AI-powered conversational agents, such as chatbots and virtual assistants, collect and process vast amounts of personal data to enhance user experience and provide tailored responses. Many industries have been transformed by artificial intelligence (AI)-based analytics systems, and some have unthinkable analytical data in terms of better decision-making, highly personalized customer experiences, and improved operational efficiency. While conversational AI offers convenience for users, this technology is also associated with privacy and data protection threats. This research seeks to understand the ethical issues with AI-driven analytics, focusing on data privacy and ethics in verbal and written interactions. This work will look at the current state and potential threats in depth and demonstrate the implementation of differential privacy using the Laplace mechanism in the query output so that the document has no special meaning and does not distort the released results significantly. Author(s) 2025. Subject The topic of the resource Algorithms; Analytics; Artificial Intelligence; Data Privacy Publisher An entity responsible for making the resource available Murat Yakar Relation A related resource ISSN: 25871366; Language A language of the resource English Type The nature or genre of the resource Article Rights Information about rights held in and over the resource All Open Access; Gold Open Access Format The file format, physical medium, or dimensions of the resource online