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 Analysis of an Existing Method for Detecting Adversarial Attacks on Deep Neural Networks Subject The topic of the resource adversarial attack; artificial intelligence; attack algorithm; information security; machine learning; malicious machine learning; neural network; pattern recognition Description An account of the resource Analyzes the existing method of detecting adversarial attacks on deep neural networks, proposed by researchers from Carnegie Mellon University and the Korean Institute of Advanced Technologies (KAIST) Ko, G. and Lim, G in 2021. Examines adversarial attacks, as well as the history of research on the topic. The paper considers the concepts of interpreted and not interpreted neural networks and features of methods of protection of the types of neural networks considered. The method for protecting against adversarial attacks is also considered to be applicable to both types of neural networks. An example of an attack simulation is given, which makes it possible to identify a sign showing that an attack has been committed. The Author(s), under exclusive license to Springer Nature Switzerland AG 2024. Creator An entity primarily responsible for making the resource Lapina M.; Dudun G.; Kotlyarov D.; Rjevskaya N.; Subramanian S.J. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-1044 LNNS, pp. 316-329. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-3-031-64010-0_29" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-3-031-64010-0_29</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85203879906&amp;doi=10.1007%2F978-3-031-64010-0_29&amp;partnerID=40&amp;md5=21f1e10940136fce59cf0d5c284d405e" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85203879906&amp;doi=10.1007%2f978-3-031-64010-0_29&amp;partnerID=40&amp;md5=21f1e10940136fce59cf0d5c284d405e</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370; ISBN: 978-303164009-4 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 Lapina M., North Caucasus Federal University, Stavropol, Russian Federation; Dudun G., North Caucasus Federal University, Stavropol, Russian Federation; Kotlyarov D., North Caucasus Federal University, Stavropol, Russian Federation; Rjevskaya N., North Caucasus Federal University, Stavropol, Russian Federation; Subramanian S.J., CHRIST University, Bangalore, India