{"id":"https://openalex.org/W4404057408","doi":"https://doi.org/10.1109/sisy62279.2024.10737559","title":"Spam Filter Using Artificial Intelligence: PyTorch Framework Based Approach","display_name":"Spam Filter Using Artificial Intelligence: PyTorch Framework Based Approach","publication_year":2024,"publication_date":"2024-09-19","ids":{"openalex":"https://openalex.org/W4404057408","doi":"https://doi.org/10.1109/sisy62279.2024.10737559"},"language":"en","primary_location":{"id":"doi:10.1109/sisy62279.2024.10737559","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sisy62279.2024.10737559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 22nd Jubilee International Symposium on Intelligent Systems and Informatics (SISY)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100714839","display_name":"Bal\u00e1zs T\u00f3th","orcid":"https://orcid.org/0009-0002-1092-8796"},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"Bal\u00e1zs T\u00f3th","raw_affiliation_strings":["Óbuda University,John von Neumann Faculty of Informatics,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"Óbuda University,John von Neumann Faculty of Informatics,Budapest,Hungary","institution_ids":["https://openalex.org/I2801419141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093876727","display_name":"Szandra Anna Laczi","orcid":"https://orcid.org/0009-0000-3104-0708"},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Szandra Anna Laczi","raw_affiliation_strings":["Doctoral School of Applied Informatics and Applied Mathematics, Obuda University,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"Doctoral School of Applied Informatics and Applied Mathematics, Obuda University,Budapest,Hungary","institution_ids":["https://openalex.org/I103356709"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019589860","display_name":"Val\u00e9ria P\u00f3ser","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Val\u00e9ria P\u00f3ser","raw_affiliation_strings":["Biomatics and Applied Intelligence Institution, Óbuda University,John von Neumann Faculty of Informatics,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"Biomatics and Applied Intelligence Institution, Óbuda University,John von Neumann Faculty of Informatics,Budapest,Hungary","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100714839"],"corresponding_institution_ids":["https://openalex.org/I2801419141"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30780985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"000227","last_page":"000232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9696000218391418,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9696000218391418,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9430000185966492,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7885360717773438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6660206913948059},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.48821285367012024},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3316809833049774},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.23658132553100586}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7885360717773438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6660206913948059},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.48821285367012024},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3316809833049774},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.23658132553100586}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sisy62279.2024.10737559","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sisy62279.2024.10737559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 22nd Jubilee International Symposium on Intelligent Systems and Informatics (SISY)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2912776959","https://openalex.org/W3017086967","https://openalex.org/W3110040471","https://openalex.org/W3217649166","https://openalex.org/W4285072972","https://openalex.org/W4366504500","https://openalex.org/W4366539463","https://openalex.org/W4394712827"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"This":[0],"paper":[1],"outlines":[2],"the":[3,28,38,42,46,52,68,71,76],"development":[4],"of":[5,41,70],"an":[6],"artificial":[7],"intelligence":[8],"spam":[9,43],"detection":[10],"solution":[11],"using":[12],"PyTorch":[13],"framework.":[14],"The":[15],"neural":[16,25],"network":[17,26],"itself":[18],"is":[19],"based":[20],"on":[21,33],"a":[22],"feed":[23],"forward":[24],"where":[27],"model":[29,47,78],"will":[30,55,74],"be":[31,56],"trained":[32],"different":[34],"datasets":[35],"to":[36,60],"show":[37,75],"overall":[39],"results":[40],"detection.":[44],"Also":[45],"architecture,":[48],"used":[49,65],"parameters":[50],"and":[51,62,81],"training":[53],"process":[54],"shown":[57],"from":[58],"zero":[59],"finish":[61],"what":[63],"algorithms":[64],"too.":[66],"At":[67],"end":[69],"paper,":[72],"it":[73],"developed":[77],"efficiently":[79],"identified":[80],"detected":[82],"messages":[83],"that":[84],"exhibited":[85],"suspicious":[86],"characteristics.":[87]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}