{"id":"https://openalex.org/W4376480653","doi":"https://doi.org/10.1109/wcnc55385.2023.10118803","title":"New Algorithms for the Detection of Malicious Traffic in 5G-MEC","display_name":"New Algorithms for the Detection of Malicious Traffic in 5G-MEC","publication_year":2023,"publication_date":"2023-03-01","ids":{"openalex":"https://openalex.org/W4376480653","doi":"https://doi.org/10.1109/wcnc55385.2023.10118803"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc55385.2023.10118803","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc55385.2023.10118803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Wireless Communications and Networking Conference (WCNC)","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/A5033226400","display_name":"Omesh A. Fernando","orcid":"https://orcid.org/0000-0002-9962-0124"},"institutions":[{"id":"https://openalex.org/I141584323","display_name":"University of Hertfordshire","ror":"https://ror.org/0267vjk41","country_code":"GB","type":"education","lineage":["https://openalex.org/I141584323"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Omesh A Fernando","raw_affiliation_strings":["University of Hertfordshire,Department of Computer Science,Hatfield,UK","Department of Computer Science, University of Hertfordshire, Hatfield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Hertfordshire,Department of Computer Science,Hatfield,UK","institution_ids":["https://openalex.org/I141584323"]},{"raw_affiliation_string":"Department of Computer Science, University of Hertfordshire, Hatfield, UK","institution_ids":["https://openalex.org/I141584323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012012331","display_name":"Hannan Xiao","orcid":"https://orcid.org/0000-0003-2273-6679"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hannan Xiao","raw_affiliation_strings":["King&#x2019;s College London,Department of Informatics,London,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King&#x2019;s College London,Department of Informatics,London,UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031512701","display_name":"Joseph Spring","orcid":"https://orcid.org/0000-0002-2251-2838"},"institutions":[{"id":"https://openalex.org/I141584323","display_name":"University of Hertfordshire","ror":"https://ror.org/0267vjk41","country_code":"GB","type":"education","lineage":["https://openalex.org/I141584323"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Joseph Spring","raw_affiliation_strings":["University of Hertfordshire,Department of Computer Science,Hatfield,UK","Department of Computer Science, University of Hertfordshire, Hatfield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Hertfordshire,Department of Computer Science,Hatfield,UK","institution_ids":["https://openalex.org/I141584323"]},{"raw_affiliation_string":"Department of Computer Science, University of Hertfordshire, Hatfield, UK","institution_ids":["https://openalex.org/I141584323"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.569,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6643665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9987000226974487,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9952999949455261,"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/computer-science","display_name":"Computer science","score":0.8611961007118225},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.6695519685745239},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6648425459861755},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6560458540916443},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5849344730377197},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5643618106842041},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.5004599094390869},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3236408233642578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2612158954143524}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8611961007118225},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.6695519685745239},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6648425459861755},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6560458540916443},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5849344730377197},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5643618106842041},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.5004599094390869},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3236408233642578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2612158954143524},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc55385.2023.10118803","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc55385.2023.10118803","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Wireless Communications and Networking Conference (WCNC)","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":20,"referenced_works":["https://openalex.org/W2170091282","https://openalex.org/W2296509296","https://openalex.org/W2570296101","https://openalex.org/W2602923095","https://openalex.org/W2626468835","https://openalex.org/W2759043405","https://openalex.org/W2762776925","https://openalex.org/W2919115771","https://openalex.org/W2919936975","https://openalex.org/W2926701059","https://openalex.org/W2966038277","https://openalex.org/W2976836186","https://openalex.org/W2991507433","https://openalex.org/W2996570101","https://openalex.org/W3032021129","https://openalex.org/W3108000177","https://openalex.org/W3156826814","https://openalex.org/W3184957343","https://openalex.org/W4210541099","https://openalex.org/W4280503464"],"related_works":["https://openalex.org/W2368824897","https://openalex.org/W1508050556","https://openalex.org/W1910862367","https://openalex.org/W2372020181","https://openalex.org/W2156531654","https://openalex.org/W4378714697","https://openalex.org/W2379365082","https://openalex.org/W2370747590","https://openalex.org/W1581723585","https://openalex.org/W2294330161"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,10,25,40,93,99],"new":[4,26,41],"Intrusion":[5],"Detection":[6],"System":[7],"(IDS)":[8],"using":[9],"3":[11],"layer":[12],"Convolutional":[13],"Neural":[14],"Network":[15],"(CNN),":[16],"capable":[17],"of":[18,35,59],"identifying":[19],"malicious":[20],"network":[21,31,50],"traffic.":[22,51],"We":[23,37,52],"employ":[24],"injective":[27],"algorithm":[28,42,96],"to":[29,43],"encode":[30],"traffic":[32],"without":[33],"loss":[34,81],"information.":[36],"also":[38],"include":[39],"decode,":[44],"encoded":[45],"RGB":[46],"images":[47],"back":[48],"into":[49],"evaluate":[53],"the":[54,72,89],"proposed":[55,90],"IDS":[56,91,95],"in":[57,63],"terms":[58],"its":[60,78],"computational":[61],"complexity":[62],"for":[64,71,102],"example:":[65],"time,":[66],"memory":[67],"and":[68,74,77,80,84,105],"CPU":[69],"utilisation":[70],"encoding":[73],"decoding":[75,104],"algorithms,":[76],"accuracy":[79],"during":[82],"training":[83],"detection.":[85,107],"Lastly,":[86],"we":[87],"compare":[88],"against":[92],"significant":[94],"that":[97],"uses":[98],"different":[100],"approach":[101],"encoding,":[103],"CNN":[106]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
