{"id":"https://openalex.org/W4407628506","doi":"https://doi.org/10.1109/acit62805.2024.10877268","title":"Deep Learning Approaches for Malware Detection in the Industrial Internet of Things: A Comprehensive Analysis","display_name":"Deep Learning Approaches for Malware Detection in the Industrial Internet of Things: A Comprehensive Analysis","publication_year":2024,"publication_date":"2024-12-10","ids":{"openalex":"https://openalex.org/W4407628506","doi":"https://doi.org/10.1109/acit62805.2024.10877268"},"language":"en","primary_location":{"id":"doi:10.1109/acit62805.2024.10877268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit62805.2024.10877268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 25th International Arab Conference on Information Technology (ACIT)","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/A5020925471","display_name":"Ghassan Samara","orcid":"https://orcid.org/0000-0001-8415-0572"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ghassan Samara","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Department of Computer Science,Zarqa,Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Department of Computer Science,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030488466","display_name":"Mohammad Abu Fadda","orcid":null},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad Abu Fadda","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Department of Computer Science,Zarqa,Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Department of Computer Science,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104543483","display_name":"Abeer Al-Mohtaseb","orcid":null},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Abeer Al-Mohtaseb","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Zarqa,Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065080992","display_name":"Raed Alazaidah","orcid":"https://orcid.org/0000-0002-1818-4288"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Raed Alazaidah","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Department of Data Science and AI,Zarqa,Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Department of Data Science and AI,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114050144","display_name":"A. N.","orcid":"https://orcid.org/0009-0003-8802-6191"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Alrefai Mohamed N.","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Zarqa,Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049459309","display_name":"Mahmoud Odeh","orcid":"https://orcid.org/0000-0002-2949-0475"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mahmoud Odeh","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Zarqa,Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015923093","display_name":"Mohammad Aljaidi","orcid":"https://orcid.org/0000-0001-9486-3533"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad Aljaidi","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Zarqa,Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026373575","display_name":"Mohammed Mahmod Shuaib","orcid":"https://orcid.org/0000-0002-1063-5160"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammed Mahmod Shuaib","raw_affiliation_strings":["Zarqa University,Faculty of Science,Department of Mathematics,Zarqa,Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Science,Department of Mathematics,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084650542","display_name":"Mohammad Kanan","orcid":"https://orcid.org/0000-0003-0526-0015"},"institutions":[{"id":"https://openalex.org/I4210165529","display_name":"University of Business and Technology","ror":"https://ror.org/05tcr1n44","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210165529"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad Kanan","raw_affiliation_strings":["University of Business and Technology,Department of Industrial Engineering,Jeddah,Saudi Arabia,21432"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Business and Technology,Department of Industrial Engineering,Jeddah,Saudi Arabia,21432","institution_ids":["https://openalex.org/I4210165529"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3057,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58710054,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9882000088691711,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.95169997215271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8794586658477783},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7083548307418823},{"id":"https://openalex.org/keywords/industrial-internet","display_name":"Industrial Internet","score":0.6303116679191589},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5955814123153687},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5153005123138428},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5129644274711609},{"id":"https://openalex.org/keywords/industrial-revolution","display_name":"Industrial Revolution","score":0.447332501411438},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.43404775857925415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42323824763298035},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.41225332021713257},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3996317982673645},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2677866816520691}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8794586658477783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7083548307418823},{"id":"https://openalex.org/C202839342","wikidata":"https://www.wikidata.org/wiki/Q60740481","display_name":"Industrial Internet","level":3,"score":0.6303116679191589},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5955814123153687},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5153005123138428},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5129644274711609},{"id":"https://openalex.org/C517468935","wikidata":"https://www.wikidata.org/wiki/Q2269","display_name":"Industrial Revolution","level":2,"score":0.447332501411438},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.43404775857925415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42323824763298035},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.41225332021713257},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3996317982673645},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2677866816520691},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit62805.2024.10877268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit62805.2024.10877268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 25th International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W2019293222","https://openalex.org/W2045219129","https://openalex.org/W2332486886","https://openalex.org/W2338079405","https://openalex.org/W2765787228","https://openalex.org/W2787444476","https://openalex.org/W2789760348","https://openalex.org/W2790400419","https://openalex.org/W2802341089","https://openalex.org/W2804368608","https://openalex.org/W2805611890","https://openalex.org/W2884522222","https://openalex.org/W2885478531","https://openalex.org/W2886257824","https://openalex.org/W2896556344","https://openalex.org/W2898554537","https://openalex.org/W2900658014","https://openalex.org/W2908055926","https://openalex.org/W2914960045","https://openalex.org/W2930789748","https://openalex.org/W2950399464","https://openalex.org/W2954996726","https://openalex.org/W2962751917","https://openalex.org/W2962961016","https://openalex.org/W2972189363","https://openalex.org/W2972657918","https://openalex.org/W2985076077","https://openalex.org/W2985193296","https://openalex.org/W2990623250","https://openalex.org/W2998722477","https://openalex.org/W3008297566","https://openalex.org/W3011270356","https://openalex.org/W3016901213","https://openalex.org/W3043853389","https://openalex.org/W3049465447","https://openalex.org/W3095315965","https://openalex.org/W3108367851","https://openalex.org/W3115025601","https://openalex.org/W3119336346","https://openalex.org/W3122766170","https://openalex.org/W3197213531","https://openalex.org/W4205670975","https://openalex.org/W4242749862","https://openalex.org/W4386286067","https://openalex.org/W6630334249","https://openalex.org/W6635163539","https://openalex.org/W6773777105"],"related_works":["https://openalex.org/W2469507153","https://openalex.org/W2008790809","https://openalex.org/W2768892939","https://openalex.org/W4285507391","https://openalex.org/W3164408430","https://openalex.org/W2397240470","https://openalex.org/W2602767565","https://openalex.org/W170652726","https://openalex.org/W3212933010","https://openalex.org/W2883822334"],"abstract_inverted_index":{"This":[0,40],"survey":[1],"aims":[2],"to":[3,36,85],"identify":[4],"hazards":[5],"associated":[6],"with":[7,66],"the":[8,25,63,70,80,86],"Internet":[9,27],"of":[10,28,69,72],"Things":[11,29],"(IoT),":[12],"focusing":[13],"on":[14,59],"malware":[15,32,73],"that":[16,74],"can":[17,75],"infiltrate":[18],"various":[19],"devices,":[20],"applications,":[21],"and":[22,56,62,89],"systems":[23],"within":[24],"Industrial":[26],"(IIoT).":[30],"Such":[31],"enables":[33],"malicious":[34,50],"actors":[35],"manipulate":[37],"these":[38],"systems.":[39],"research":[41,87],"utilizes":[42],"deep":[43,60],"learning":[44,61],"as":[45],"a":[46],"method":[47],"for":[48],"detecting":[49],"programs.":[51],"Additionally,":[52],"it":[53],"provides":[54],"hypotheses":[55,88],"background":[57],"information":[58],"IIoT,":[64],"along":[65],"an":[67],"overview":[68],"types":[71],"compromise":[76],"IoT":[77],"applications.":[78],"Finally,":[79],"study":[81],"presents":[82],"findings":[83],"related":[84],"relevant":[90],"topics.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
