{"id":"https://openalex.org/W4398198733","doi":"https://doi.org/10.1109/iccr61006.2024.10533152","title":"Enhancing Cybersecurity with Artificial Neural Networks: A Study on Threat Detection and Mitigation Strategies","display_name":"Enhancing Cybersecurity with Artificial Neural Networks: A Study on Threat Detection and Mitigation Strategies","publication_year":2024,"publication_date":"2024-02-26","ids":{"openalex":"https://openalex.org/W4398198733","doi":"https://doi.org/10.1109/iccr61006.2024.10533152"},"language":"en","primary_location":{"id":"doi:10.1109/iccr61006.2024.10533152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccr61006.2024.10533152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 2nd International Conference on Cyber Resilience (ICCR)","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/A5101493398","display_name":"Atif Ali","orcid":"https://orcid.org/0000-0003-3055-6029"},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Atif Ali","raw_affiliation_strings":["Multimedia University,Research Management Centre (RMC),Cyberjaye,Malaysia,63100"],"affiliations":[{"raw_affiliation_string":"Multimedia University,Research Management Centre (RMC),Cyberjaye,Malaysia,63100","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111208299","display_name":"Awais Zia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100043","display_name":"Superior University","ror":"https://ror.org/00yh88643","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210100043"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Awais Zia","raw_affiliation_strings":["The Superior University,Lahore,Pakistan","The Superior University, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"The Superior University,Lahore,Pakistan","institution_ids":["https://openalex.org/I4210100043"]},{"raw_affiliation_string":"The Superior University, Lahore, Pakistan","institution_ids":["https://openalex.org/I4210100043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052211212","display_name":"Abdul Razzaque","orcid":null},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Abdul Razzaque","raw_affiliation_strings":["MCS NUST Islamabad Pakistan"],"affiliations":[{"raw_affiliation_string":"MCS NUST Islamabad Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109722479","display_name":"Hina Shahid","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hina Shahid","raw_affiliation_strings":["University of South Asia (USA),Lahore Cantt","University of South Asia (USA), Lahore Cantt"],"affiliations":[{"raw_affiliation_string":"University of South Asia (USA),Lahore Cantt","institution_ids":[]},{"raw_affiliation_string":"University of South Asia (USA), Lahore Cantt","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113223701","display_name":"Haroon Tariq Sheikh","orcid":null},"institutions":[{"id":"https://openalex.org/I188771183","display_name":"Iqra University","ror":"https://ror.org/00thhhw55","country_code":"PK","type":"education","lineage":["https://openalex.org/I188771183"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Haroon Tariq Sheikh","raw_affiliation_strings":["Iqra University Islamabad"],"affiliations":[{"raw_affiliation_string":"Iqra University Islamabad","institution_ids":["https://openalex.org/I188771183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003456566","display_name":"Muhammad Saleem","orcid":"https://orcid.org/0000-0002-5209-8375"},"institutions":[{"id":"https://openalex.org/I3131353278","display_name":"Minhaj University Lahore","ror":"https://ror.org/05bkmfm96","country_code":"PK","type":"education","lineage":["https://openalex.org/I3131353278"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Saleem","raw_affiliation_strings":["School of Computer Science, Minhaj University Lahore,Lahore,Pakistan","School of Computer Science, Minhaj University Lahore, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Minhaj University Lahore,Lahore,Pakistan","institution_ids":["https://openalex.org/I3131353278"]},{"raw_affiliation_string":"School of Computer Science, Minhaj University Lahore, Lahore, Pakistan","institution_ids":["https://openalex.org/I3131353278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035833130","display_name":"Farhan Navid Yousaf","orcid":"https://orcid.org/0000-0001-5604-3921"},"institutions":[{"id":"https://openalex.org/I206437052","display_name":"University of Management and Technology","ror":"https://ror.org/02d75a424","country_code":"US","type":"education","lineage":["https://openalex.org/I206437052"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farhan Yousaf","raw_affiliation_strings":["University of management and technology"],"affiliations":[{"raw_affiliation_string":"University of management and technology","institution_ids":["https://openalex.org/I206437052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088388330","display_name":"Salman Muneer","orcid":null},"institutions":[{"id":"https://openalex.org/I43729321","display_name":"National College of Business Administration and Economics","ror":"https://ror.org/02my4wj17","country_code":"PK","type":"education","lineage":["https://openalex.org/I43729321"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Salman Muneer","raw_affiliation_strings":["NCBA&E,Lahore,Pakistan"],"affiliations":[{"raw_affiliation_string":"NCBA&E,Lahore,Pakistan","institution_ids":["https://openalex.org/I43729321"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101493398"],"corresponding_institution_ids":["https://openalex.org/I173029219"],"apc_list":null,"apc_paid":null,"fwci":2.4949,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89453866,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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/T10734","display_name":"Information and Cyber Security","score":0.9976999759674072,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/safeguarding","display_name":"Safeguarding","score":0.7349996566772461},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.7066554427146912},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6250780820846558},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5194292068481445},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4934372007846832},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.451927125453949}],"concepts":[{"id":"https://openalex.org/C2776743756","wikidata":"https://www.wikidata.org/wiki/Q5097921","display_name":"Safeguarding","level":2,"score":0.7349996566772461},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.7066554427146912},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6250780820846558},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5194292068481445},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4934372007846832},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.451927125453949},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccr61006.2024.10533152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccr61006.2024.10533152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 2nd International Conference on Cyber Resilience (ICCR)","raw_type":"proceedings-article"},{"id":"pmh:oai:shdl.mmu.edu.my:12556","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196753","display_name":"Siti Hasmah Digital Library-MMU Institutiona Repository (Multimedia University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173029219","host_organization_name":"Multimedia University","host_organization_lineage":["https://openalex.org/I173029219"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"NonPeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.7799999713897705,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2042954400","https://openalex.org/W2538447667","https://openalex.org/W3189840611","https://openalex.org/W4206534248","https://openalex.org/W4224921329","https://openalex.org/W4283317482","https://openalex.org/W4294286649","https://openalex.org/W4302181643","https://openalex.org/W4319296637","https://openalex.org/W4319779106","https://openalex.org/W4320060008","https://openalex.org/W4323266530","https://openalex.org/W4376605878","https://openalex.org/W4376605900","https://openalex.org/W4376605915","https://openalex.org/W4376605973","https://openalex.org/W4376606027","https://openalex.org/W4386101120","https://openalex.org/W4387339605","https://openalex.org/W6629170269"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"This":[0],"paper":[1],"reviews":[2],"the":[3,36,40,51,87,110],"role":[4],"of":[5,42,53],"artificial":[6],"neural":[7],"networks":[8],"(ANNs)":[9],"in":[10,46,55,113],"enhancing":[11],"cybersecurity":[12,30],"measures.":[13],"It":[14],"delves":[15,89],"into":[16,90],"research":[17,88],"methodologies":[18,45],"employed":[19],"to":[20,38,106],"detect":[21],"security":[22,80],"breaches,":[23],"potential":[24,52],"threats,":[25],"and":[26,65,74,82,102,116],"spam,":[27],"among":[28],"other":[29],"challenges.":[31],"The":[32],"study":[33],"further":[34],"investigates":[35],"literature":[37],"gauge":[39],"efficacy":[41],"using":[43],"AI":[44,54],"pinpointing":[47],"system":[48,67,95],"attacks,":[49],"showcasing":[50],"safeguarding":[56],"various":[57],"data":[58],"types,":[59],"be":[60],"it":[61],"academic":[62],"or":[63],"industrial,":[64],"preventing":[66],"vulnerabilities.":[68],"ANNs,":[69],"with":[70],"their":[71],"predictive":[72],"capabilities":[73],"experiential":[75],"learning,":[76],"emerge":[77],"as":[78],"advanced":[79],"protection":[81],"threat":[83],"detection":[84],"tools.":[85],"Additionally,":[86],"developing":[91],"a":[92],"hybrid":[93],"multi-agent":[94],"that":[96],"leverages":[97],"deep":[98],"learning":[99],"for":[100],"identifying":[101],"mitigating":[103],"cyberattacks,":[104],"aiming":[105],"shed":[107],"light":[108],"on":[109],"current":[111],"risks":[112],"information":[114],"systems":[115],"propose":[117],"effective":[118],"countermeasures.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}