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 Articles 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/. Title A name given to the resource Automated and Interpretable Fake News Detection With Explainable Artificial Intelligence Subject The topic of the resource Convolution Neural Network; Decision Tree; ensemble model; error level analysis; explainable AI; Nae Bayes classifier; Random Forest classifier Description An account of the resource Fake news is a piece of misleading or forged information that affects society, business, governments, etc., hence is an imperative issue. The solution presented here to detect fake news involves purely using rigorous machine learning approaches in implementing a hybrid of simple yet accurate fake text detection models and fake image detection models to detect fake news. The solution considers the text and images of any news article, extracted using web scraping, where the text segment of a news article is analyzed using an ensemble model of the Nae Bayes, Random Forest, and Decision Tree classifier, which showed improved results than the individual models. The image segment of a news article is analyzed using only a Convolution Neural Network, which showed optimal accuracy similar to the text model. To better train the text models, data preprocessing and aggregation methods were used to combine various fake-real news datasets to have ample amounts of data. Similarly, the CASIA dataset was used to train the image model, over which Error Level Analysis was performed to detect fake images. model results are represented as confusion matrices and are measured using various performance metrics. Also, to explain predictions from the hybrid model, Explainable Artificial Intelligence is used. 2024 Taylor &amp; Francis Group, LLC. Creator An entity primarily responsible for making the resource Giri M.; Eswaran S.; Honnavalli P.; D D. Source A related resource from which the described resource is derived Journal of Applied Security Research, Vol-19, No. 4, pp. 628-648. Publisher An entity responsible for making the resource available Routledge 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/10.1080/19361610.2024.2356431" target="_blank" rel="noreferrer noopener">https://doi.org/10.1080/19361610.2024.2356431</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85193781210&amp;doi=10.1080%2F19361610.2024.2356431&amp;partnerID=40&amp;md5=9ec1e3d34e4e843afb7fb2544aa5bf02" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85193781210&amp;doi=10.1080%2f19361610.2024.2356431&amp;partnerID=40&amp;md5=9ec1e3d34e4e843afb7fb2544aa5bf02</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 19361610 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 Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Giri M., Research Center for Information Security, Forensics and Cyber Resilience, PES University, Karnataka, Bangalore, India; Eswaran S., Department of Electrical and Computer Engineering, Curtin University, Sarawak, Miri, Malaysia; Honnavalli P., Research Center for Information Security, Forensics and Cyber Resilience, PES University, Karnataka, Bangalore, India; D D., Department of Computer Science and Engineering, Christ (Deemed to be University), Karnataka, Bangalore, India