{"id":"https://openalex.org/W2900849591","doi":"https://doi.org/10.1109/isncc.2018.8530964","title":"Malicious Host Detection by Imaging SYN Packets and A Neural Network","display_name":"Malicious Host Detection by Imaging SYN Packets and A Neural Network","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2900849591","doi":"https://doi.org/10.1109/isncc.2018.8530964","mag":"2900849591"},"language":"en","primary_location":{"id":"doi:10.1109/isncc.2018.8530964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc.2018.8530964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Symposium on Networks, Computers and Communications (ISNCC)","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/A5018625774","display_name":"Ryo Nakamura","orcid":"https://orcid.org/0000-0001-6664-7534"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Ryo Nakamura","raw_affiliation_strings":["The University of Tokyo"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051344662","display_name":"Yuji Sekiya","orcid":"https://orcid.org/0009-0006-6287-9606"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuji Sekiya","raw_affiliation_strings":["The University of Tokyo"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102938578","display_name":"Daisuke Miyamoto","orcid":"https://orcid.org/0000-0003-0967-9040"},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Daisuke Miyamoto","raw_affiliation_strings":["Nara Advanced Institute of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Nara Advanced Institute of Science and Technology","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101836797","display_name":"Kazuya Okada","orcid":"https://orcid.org/0000-0002-6798-9410"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuya Okada","raw_affiliation_strings":["The University of Tokyo"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100988273","display_name":"Tomohiro Ishihara","orcid":null},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomohiro Ishihara","raw_affiliation_strings":["The University of Tokyo"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018625774"],"corresponding_institution_ids":["https://openalex.org/I74801974"],"apc_list":null,"apc_paid":null,"fwci":0.5536,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7130258,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9997000098228455,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9983999729156494,"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/computer-science","display_name":"Computer science","score":0.85184645652771},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.7496630549430847},{"id":"https://openalex.org/keywords/host","display_name":"Host (biology)","score":0.722839891910553},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5663396716117859},{"id":"https://openalex.org/keywords/botnet","display_name":"Botnet","score":0.540536642074585},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5344246029853821},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4793016016483307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44902053475379944},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.4317978024482727},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37765026092529297},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3391183018684387},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.18371930718421936},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09983327984809875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.85184645652771},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.7496630549430847},{"id":"https://openalex.org/C126831891","wikidata":"https://www.wikidata.org/wiki/Q221673","display_name":"Host (biology)","level":2,"score":0.722839891910553},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5663396716117859},{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.540536642074585},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5344246029853821},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4793016016483307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44902053475379944},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.4317978024482727},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37765026092529297},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3391183018684387},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.18371930718421936},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09983327984809875},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isncc.2018.8530964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc.2018.8530964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Symposium on Networks, Computers and Communications (ISNCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2048380389","https://openalex.org/W2097188215","https://openalex.org/W2108303927","https://openalex.org/W2163605009","https://openalex.org/W2343978497","https://openalex.org/W2555912861","https://openalex.org/W2625013748","https://openalex.org/W2748868501","https://openalex.org/W2783366817","https://openalex.org/W6684191040","https://openalex.org/W6743493502"],"related_works":["https://openalex.org/W2294483539","https://openalex.org/W2378449000","https://openalex.org/W2938399969","https://openalex.org/W3187581118","https://openalex.org/W3143747655","https://openalex.org/W2002178493","https://openalex.org/W2901835651","https://openalex.org/W2929621094","https://openalex.org/W1996006176","https://openalex.org/W4285325964"],"abstract_inverted_index":{"As":[0],"is":[1,14,161],"the":[2,17,48,121,127,130,154],"case":[3],"for":[4,27,117,157],"recently":[5],"networked":[6],"systems,":[7],"traffic":[8,151],"analysis":[9],"that":[10,36,97,153],"detects":[11,87],"malicious":[12,65,88,141,159],"hosts":[13,66,89,131,160],"one":[15],"of":[16,52,55,83,108,126,129,165,167],"most":[18],"important":[19],"issues":[20],"in":[21,38,47],"achieving":[22],"better":[23],"security.":[24],"Many":[25],"methods":[26,35],"detecting":[28,39],"cyber":[29,56,84],"attacks":[30,43],"have":[31,100],"been":[32],"proposed;":[33],"however,":[34],"specialize":[37],"and":[40,132],"identifying":[41,53,158],"specific":[42],"will":[44],"be":[45],"obsolete":[46],"near":[49],"future.":[50],"Instead":[51],"types":[54,82,166],"attacks,":[57],"we":[58,99],"propose":[59],"a":[60,102,106,112],"novel":[61],"method":[62,78,103],"to":[63,104,111],"detect":[64],"based":[67],"on":[68],"their":[69],"behavior":[70,128],"characteristics":[71],"when":[72],"they":[73],"send":[74],"SYN":[75,92,109],"packets.":[76,93],"Our":[77,146],"does":[79],"not":[80],"identify":[81],"attacks.":[85],"It":[86],"suspiciously":[90],"sending":[91],"This":[94],"paper":[95],"shows":[96,152],"(1)":[98],"developed":[101],"convert":[105],"series":[107],"packets":[110],"visual":[113],"image":[114,122],"as":[115],"input":[116],"neural":[118,136],"networks,":[119],"(2)":[120],"represents":[123],"distinctive":[124],"features":[125],"(3)":[133],"our":[134],"convolutional":[135],"network":[137],"model":[138],"successfully":[139],"distinguishes":[140],"host":[142],"from":[143],"normal":[144],"ones.":[145],"preliminary":[147],"evaluation":[148],"using":[149],"real-word":[150],"detection":[155],"accuracy":[156],"over":[162],"98%":[163],"regardless":[164],"attack.":[168]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}