{"id":"https://openalex.org/W4403212817","doi":"https://doi.org/10.1109/icecet61485.2024.10698127","title":"A Deep Learning Algorithm to Minimize Cyber-Security Attacks for Small Enterprises","display_name":"A Deep Learning Algorithm to Minimize Cyber-Security Attacks for Small Enterprises","publication_year":2024,"publication_date":"2024-07-25","ids":{"openalex":"https://openalex.org/W4403212817","doi":"https://doi.org/10.1109/icecet61485.2024.10698127"},"language":"en","primary_location":{"id":"doi:10.1109/icecet61485.2024.10698127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet61485.2024.10698127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Electrical, Computer and Energy Technologies (ICECET","raw_type":"proceedings-article"},"type":"conference-paper","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/A5107821074","display_name":"Enock Mudau","orcid":null},"institutions":[{"id":"https://openalex.org/I137616099","display_name":"Tshwane University of Technology","ror":"https://ror.org/037mrss42","country_code":"ZA","type":"education","lineage":["https://openalex.org/I137616099"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Enock Mudau","raw_affiliation_strings":["Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa","institution_ids":["https://openalex.org/I137616099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068434545","display_name":"Topside E. Mathonsi","orcid":"https://orcid.org/0000-0002-0439-7186"},"institutions":[{"id":"https://openalex.org/I137616099","display_name":"Tshwane University of Technology","ror":"https://ror.org/037mrss42","country_code":"ZA","type":"education","lineage":["https://openalex.org/I137616099"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Topside E. Mathonsi","raw_affiliation_strings":["Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa","institution_ids":["https://openalex.org/I137616099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013186512","display_name":"Tshimangadzo M. Tshilongamulenzhe","orcid":null},"institutions":[{"id":"https://openalex.org/I137616099","display_name":"Tshwane University of Technology","ror":"https://ror.org/037mrss42","country_code":"ZA","type":"education","lineage":["https://openalex.org/I137616099"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Tshimangadzo Tshilongamulenzhe","raw_affiliation_strings":["Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa","institution_ids":["https://openalex.org/I137616099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I137616099"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.8303999900817871,"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":0.8303999900817871,"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":0.7114996314048767},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5122613310813904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34313255548477173}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7114996314048767},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5122613310813904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34313255548477173}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecet61485.2024.10698127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet61485.2024.10698127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Electrical, Computer and Energy Technologies (ICECET","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1489073918","https://openalex.org/W1602183532","https://openalex.org/W1992797162","https://openalex.org/W2015401767","https://openalex.org/W2110916815","https://openalex.org/W2529113503","https://openalex.org/W2548066934","https://openalex.org/W2743475759","https://openalex.org/W2803090662","https://openalex.org/W2803881474","https://openalex.org/W2890103762","https://openalex.org/W2949273007","https://openalex.org/W3009142625","https://openalex.org/W3084022444","https://openalex.org/W4255076763","https://openalex.org/W6941385197"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"As":[0],"cybercriminals":[1],"refine":[2],"their":[3,18,28,46,233,237,243],"tactics":[4],"and":[5,21,42,66,202,222,241],"develop":[6],"novel":[7,79],"attack":[8,25],"vectors,":[9],"small":[10,34,93,228],"enterprises":[11,229],"remain":[12],"a":[13,55,78,145,183],"prime":[14],"target":[15],"due":[16],"to":[17,23,31,54,88,122,194,198],"limited":[19],"resources":[20],"susceptibility":[22],"recent":[24],"signatures.":[26],"Despite":[27],"significant":[29],"contribution":[30],"the":[32,38,90,115,133,148,152,169,175,200,226,246],"economy,":[33],"businesses":[35],"often":[36],"lack":[37],"robust":[39],"security":[40],"measures":[41],"expertise":[43],"employed":[44],"by":[45],"larger":[47],"counterparts.":[48],"This":[49,95,188],"vulnerability":[50],"leaves":[51],"them":[52],"exposed":[53],"growing":[56],"array":[57],"of":[58,92,107,129,135],"cyber":[59],"threats,":[60],"including":[61],"data":[62,239],"breaches,":[63],"ransomware":[64],"attacks,":[65],"network":[67,99,157,186,192],"infiltration.":[68],"To":[69],"address":[70],"this":[71,75],"critical":[72],"cybersecurity":[73,234],"gap,":[74],"research":[76],"introduces":[77],"deep":[80,119],"learning-based":[81],"intrusion":[82,177,214],"detection":[83,113,134,178,215],"algorithm":[84,96],"(DL-IDS)":[85],"specifically":[86],"designed":[87],"safeguard":[89],"networks":[91],"enterprises.":[94],"continuously":[97],"monitors":[98],"traffic,":[100],"scrutinizing":[101],"all":[102],"unicast":[103],"traffic":[104,158],"for":[105],"signs":[106],"malicious":[108,167],"activity.":[109],"Unlike":[110],"conventional":[111],"signature-based":[112,141],"methods,":[114],"DL-IDS":[116,149,170,208],"leverages":[117],"its":[118],"learning":[120],"capabilities":[121],"extract":[123],"meaningful":[124],"patterns":[125],"from":[126,245],"vast":[127],"amounts":[128],"raw":[130],"data,":[131],"enabling":[132],"sophisticated":[136],"attacks":[137],"that":[138],"evade":[139],"traditional":[140,213],"systems.":[142],"Operating":[143],"in":[144],"read-only":[146],"mode,":[147],"unobtrusively":[150],"sniffs":[151],"firewall's":[153],"internal":[154],"interface,":[155],"analyzing":[156],"without":[159],"disrupting":[160],"normal":[161],"operations.":[162],"Upon":[163],"detecting":[164],"suspicious":[165],"or":[166],"activity,":[168],"triggers":[171],"an":[172],"alarm,":[173],"alerting":[174],"hybrid-based":[176],"system":[179],"management":[180],"server":[181],"via":[182],"dedicated":[184],"read/write":[185],"interface.":[187],"prompt":[189],"notification":[190],"empowers":[191],"administrators":[193],"take":[195],"immediate":[196],"action":[197],"mitigate":[199],"threat":[201,248],"protect":[203],"sensitive":[204],"data.":[205],"The":[206],"proposed":[207],"offers":[209],"several":[210],"advantages":[211],"over":[212],"systems":[216],"namely,":[217],"adaptability,":[218],"accuracy,":[219],"comprehensiveness,":[220],"efficiency,":[221],"scalability.":[223],"By":[224],"implementing":[225],"DL-IDS,":[227],"can":[230],"significantly":[231],"enhance":[232],"posture,":[235],"safeguarding":[236],"valuable":[238],"assets":[240],"protecting":[242],"operations":[244],"ever-evolving":[247],"landscape.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
