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 A privatised approach in enhanced spam filtering techniques using TSAS over cloud networks Subject The topic of the resource abstraction scheme; cloud networks; privatised e-mail spam filtering; spam detection; spam ontology Description An account of the resource Major problem over cloud networks is the effect of malicious code that protrudes its own activity without intend of network user in resource sharing. One such activity is the spam-filtering techniques which assumes the data with training and testing sets and also rely on fundamental classification through distribution. A privatised spam filtering approach is a classic problem which automatically recognises user context and incoming mail information relevance. To filter mail contents learning based methods, probabilistic based method trying to improve their accuracy but they cannot attain an improvement in identifying suspicious contents and also in segregating legitimate mail entries. Here a novel representation of structured abstraction scheme (SAS) used to generate abstraction in e-mail process using HTML tag content in e-mail and its algorithm for filtering such process of spam filtering is depicted. In this SAS methodology near duplicate matching process with HTML tag ordering will be processed and newly assigned position ordering were deliberated. The experimental setup shows that there will be a great improvement while filtering spam in accuracy of e-mail content while sharing in cloud networks. Copyright 2022 Inderscience Enterprises Ltd. Creator An entity primarily responsible for making the resource Paul P.M.; Jingle I.D.J. Source A related resource from which the described resource is derived International Journal of Intelligent Enterprise, Vol-9, No. 3, pp. 332-343. Publisher An entity responsible for making the resource available Inderscience Publishers 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/10.1504/IJIE.2022.123759" target="_blank" rel="noreferrer noopener">https://doi.org/10.1504/IJIE.2022.123759</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85133754127&amp;doi=10.1504%2FIJIE.2022.123759&amp;partnerID=40&amp;md5=98bdbb37dbcb6df559f062edab77fc55" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85133754127&amp;doi=10.1504%2fIJIE.2022.123759&amp;partnerID=40&amp;md5=98bdbb37dbcb6df559f062edab77fc55</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 17453232 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 Paul P.M., Department of Information Technology, Alliance College of Engineering and Design, Alliance University, Bangalore, India; Jingle I.D.J., Department of Computer Science and Engineering, CHRIST University, Bangalore, India