{"id":"https://openalex.org/W7138282212","doi":"https://doi.org/10.1007/s10922-026-10053-6","title":"Deep Learning for IoT Security: Leveraging GNNs and Attention Networks","display_name":"Deep Learning for IoT Security: Leveraging GNNs and Attention Networks","publication_year":2026,"publication_date":"2026-03-17","ids":{"openalex":"https://openalex.org/W7138282212","doi":"https://doi.org/10.1007/s10922-026-10053-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10922-026-10053-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10922-026-10053-6","pdf_url":null,"source":{"id":"https://openalex.org/S67072002","display_name":"Journal of Network and Systems Management","issn_l":"1064-7570","issn":["1064-7570","1573-7705"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Network and Systems Management","raw_type":"journal-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/A5119522386","display_name":"Khalid El Azhar","orcid":null},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Khalid El Azhar","raw_affiliation_strings":["Facult \u00e9 des Sciences Dhar El Mahraz, L3IA Laboratory, Universit\u00e9 Sidi Mohamed Ben Abdellah, Avenue Ibn Battouta, B.P. 1796 Atlas, F\u00e9s, 30000, F\u00e9s-Mekn\u00e9s, Maroc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facult \u00e9 des Sciences Dhar El Mahraz, L3IA Laboratory, Universit\u00e9 Sidi Mohamed Ben Abdellah, Avenue Ibn Battouta, B.P. 1796 Atlas, F\u00e9s, 30000, F\u00e9s-Mekn\u00e9s, Maroc","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085293707","display_name":"Ghizlane Hnini","orcid":"https://orcid.org/0000-0003-4225-0334"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ghizlane Hnini","raw_affiliation_strings":["ISA Laboratory, Universit\u00e9 Ibn Tofa\u00efl, Campus Universitaire, B.P. 133, K \u00e9nitra, 14000, R\u00e9gion Rabat-Sal\u00e9-K\u00e9nitra, Maroc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISA Laboratory, Universit\u00e9 Ibn Tofa\u00efl, Campus Universitaire, B.P. 133, K \u00e9nitra, 14000, R\u00e9gion Rabat-Sal\u00e9-K\u00e9nitra, Maroc","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059703645","display_name":"Khalid El Fazazy","orcid":"https://orcid.org/0000-0002-6333-2235"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Khalid El Fazazy","raw_affiliation_strings":["Facult \u00e9 des Sciences Dhar El Mahraz, L3IA Laboratory, Universit\u00e9 Sidi Mohamed Ben Abdellah, Avenue Ibn Battouta, B.P. 1796 Atlas, F\u00e9s, 30000, F\u00e9s-Mekn\u00e9s, Maroc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facult \u00e9 des Sciences Dhar El Mahraz, L3IA Laboratory, Universit\u00e9 Sidi Mohamed Ben Abdellah, Avenue Ibn Battouta, B.P. 1796 Atlas, F\u00e9s, 30000, F\u00e9s-Mekn\u00e9s, Maroc","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051206962","display_name":"Mohamed Adnane Mahraz","orcid":"https://orcid.org/0000-0002-0966-9654"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Adnane Mahraz","raw_affiliation_strings":["Facult \u00e9 des Sciences Dhar El Mahraz, L3IA Laboratory, Universit\u00e9 Sidi Mohamed Ben Abdellah, Avenue Ibn Battouta, B.P. 1796 Atlas, F\u00e9s, 30000, F\u00e9s-Mekn\u00e9s, Maroc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facult \u00e9 des Sciences Dhar El Mahraz, L3IA Laboratory, Universit\u00e9 Sidi Mohamed Ben Abdellah, Avenue Ibn Battouta, B.P. 1796 Atlas, F\u00e9s, 30000, F\u00e9s-Mekn\u00e9s, Maroc","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129693616","display_name":"Hamid Tairi","orcid":null},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hamid Tairi","raw_affiliation_strings":["Facult \u00e9 des Sciences Dhar El Mahraz, L3IA Laboratory, Universit\u00e9 Sidi Mohamed Ben Abdellah, Avenue Ibn Battouta, B.P. 1796 Atlas, F\u00e9s, 30000, F\u00e9s-Mekn\u00e9s, Maroc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facult \u00e9 des Sciences Dhar El Mahraz, L3IA Laboratory, Universit\u00e9 Sidi Mohamed Ben Abdellah, Avenue Ibn Battouta, B.P. 1796 Atlas, F\u00e9s, 30000, F\u00e9s-Mekn\u00e9s, Maroc","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5129703074","display_name":"Jamal Riffi","orcid":null},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Jamal Riffi","raw_affiliation_strings":["Facult \u00e9 des Sciences Dhar El Mahraz, L3IA Laboratory, Universit\u00e9 Sidi Mohamed Ben Abdellah, Avenue Ibn Battouta, B.P. 1796 Atlas, F\u00e9s, 30000, F\u00e9s-Mekn\u00e9s, Maroc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facult \u00e9 des Sciences Dhar El Mahraz, L3IA Laboratory, Universit\u00e9 Sidi Mohamed Ben Abdellah, Avenue Ibn Battouta, B.P. 1796 Atlas, F\u00e9s, 30000, F\u00e9s-Mekn\u00e9s, Maroc","institution_ids":["https://openalex.org/I81605866"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059703645","https://openalex.org/A5119522386"],"corresponding_institution_ids":["https://openalex.org/I81605866"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29907787,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.5936999917030334,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.5936999917030334,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.04529999941587448,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.04259999841451645,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/deep-learning","display_name":"Deep learning","score":0.7282999753952026},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5403000116348267},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.26190000772476196}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8920000195503235},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7282999753952026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6001999974250793},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5403000116348267},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38100001215934753},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35850000381469727},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34139999747276306},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2955000102519989},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2766000032424927},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26190000772476196}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10922-026-10053-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10922-026-10053-6","pdf_url":null,"source":{"id":"https://openalex.org/S67072002","display_name":"Journal of Network and Systems Management","issn_l":"1064-7570","issn":["1064-7570","1573-7705"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Network and Systems Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2023261822","https://openalex.org/W2774161712","https://openalex.org/W2820900234","https://openalex.org/W2907492528","https://openalex.org/W2914421493","https://openalex.org/W2924689635","https://openalex.org/W2962802821","https://openalex.org/W2963748489","https://openalex.org/W2965857891","https://openalex.org/W3030866640","https://openalex.org/W3091862797","https://openalex.org/W3113371616","https://openalex.org/W3157039573","https://openalex.org/W3185735407","https://openalex.org/W3193501747","https://openalex.org/W3201829457","https://openalex.org/W3208390110","https://openalex.org/W3208773001","https://openalex.org/W3211805421","https://openalex.org/W4206179653","https://openalex.org/W4224708295","https://openalex.org/W4224912668","https://openalex.org/W4281817087","https://openalex.org/W4372060454","https://openalex.org/W4377099260","https://openalex.org/W4377968952","https://openalex.org/W4378421908","https://openalex.org/W4391491387","https://openalex.org/W4402742274","https://openalex.org/W4403599708","https://openalex.org/W4412047666"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2026-03-18T00:00:00"}