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 Conference Papers Conference Paper Faculty Publications- Conference Papers 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 Digital Forensics Investigation for Attacks on Artificial Intelligence Description An account of the resource The new research approaches are needed to be adopted to deal with security threats in AI based systems. This research is aimed at investigating the Artificial Intelligence (AI) attacks that are malicious by design. It also deals with conceptualization of the problem and strategies for attacks on Artificial Intelligence (AI) using Digital Forensic tools. A specific class of problems in Adversarial attacks are tampering of Images for computational processing in applications of Digital Photography, Computer Vision, Pattern Recognition (Facial Mapping algorithms). State-of-the-art developments in forensics such as 1. Application of end-to-end Neural Network Training pipeline for image rendering and provenance analysis, 2. Deep-fake image analysis using frequency methods, wavelet analysis &amp; tools like - Amped Authenticate, 3. Capsule networks for detecting forged images 4. Information transformation for Feature extraction via Image Forensic tools such as EXIF-SC, Splice Radar, Noiseprint 5. Application of generative adversarial Networks (GAN) based models as anti-Image Forensics [8], will be studied in great detail and a new research approach will be designed incorporating these advancements for utility of Digital Forensics. The Electrochemical Society Creator An entity primarily responsible for making the resource Manasa S.; Kumar K.P. Source A related resource from which the described resource is derived ECS Transactions, Vol-107, No. 1, pp. 19639-19645. Publisher An entity responsible for making the resource available Institute of Physics Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1149/10701.19639ecst" target="_blank" rel="noreferrer noopener">https://doi.org/10.1149/10701.19639ecst</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85134078750&amp;doi=10.1149%2F10701.19639ecst&amp;partnerID=40&amp;md5=8134bb395b06c6b21f6cbb5fb25848e6" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85134078750&amp;doi=10.1149%2f10701.19639ecst&amp;partnerID=40&amp;md5=8134bb395b06c6b21f6cbb5fb25848e6</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 19386737; ISBN: 978-160768539-5 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Manasa S., Dept. of Computer Science and Engineering, CHRIST (Deemed to be University), Bengaluru, India; Kumar K.P., Dept. of Computer Science and Engineering, CHRIST (Deemed to be University), Bengaluru, India