{"id":"https://openalex.org/W3010178752","doi":"https://doi.org/10.1109/icsai48974.2019.9010431","title":"A Rule-Based Training for Artificial Neural Network Packet Filtering Firewall","display_name":"A Rule-Based Training for Artificial Neural Network Packet Filtering Firewall","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3010178752","doi":"https://doi.org/10.1109/icsai48974.2019.9010431","mag":"3010178752"},"language":"en","primary_location":{"id":"doi:10.1109/icsai48974.2019.9010431","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai48974.2019.9010431","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 6th International Conference on Systems and Informatics (ICSAI)","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/A5059963060","display_name":"Akharin Khunkitti","orcid":null},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Akharin Khunkitti","raw_affiliation_strings":["Faculty of Information Technology, KMITL, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, KMITL, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand","institution_ids":["https://openalex.org/I91538806"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065133318","display_name":"Ponsuda Chongsujjatham","orcid":null},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Ponsuda Chongsujjatham","raw_affiliation_strings":["Faculty of Information Technology, KMITL, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, KMITL, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand","institution_ids":["https://openalex.org/I91538806"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91538806"],"apc_list":null,"apc_paid":null,"fwci":0.4314,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.55660137,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12326","display_name":"Network Packet Processing and Optimization","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9724000096321106,"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/firewall","display_name":"Firewall (physics)","score":0.8582077026367188},{"id":"https://openalex.org/keywords/stateful-firewall","display_name":"Stateful firewall","score":0.7514116764068604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7249603867530823},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7121355533599854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6376625299453735},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.591701090335846},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5269407033920288},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5179421305656433},{"id":"https://openalex.org/keywords/context-based-access-control","display_name":"Context-based access control","score":0.45604708790779114},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41418272256851196},{"id":"https://openalex.org/keywords/application-firewall","display_name":"Application firewall","score":0.3938300311565399},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.20077857375144958},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1798488199710846}],"concepts":[{"id":"https://openalex.org/C77714075","wikidata":"https://www.wikidata.org/wiki/Q5452017","display_name":"Firewall (physics)","level":5,"score":0.8582077026367188},{"id":"https://openalex.org/C22927095","wikidata":"https://www.wikidata.org/wiki/Q1784206","display_name":"Stateful firewall","level":3,"score":0.7514116764068604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7249603867530823},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7121355533599854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6376625299453735},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.591701090335846},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5269407033920288},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5179421305656433},{"id":"https://openalex.org/C42934231","wikidata":"https://www.wikidata.org/wiki/Q1128692","display_name":"Context-based access control","level":5,"score":0.45604708790779114},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41418272256851196},{"id":"https://openalex.org/C86444895","wikidata":"https://www.wikidata.org/wiki/Q451816","display_name":"Application firewall","level":4,"score":0.3938300311565399},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.20077857375144958},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1798488199710846},{"id":"https://openalex.org/C104062141","wikidata":"https://www.wikidata.org/wiki/Q2601295","display_name":"Extremal black hole","level":3,"score":0.0},{"id":"https://openalex.org/C183915046","wikidata":"https://www.wikidata.org/wiki/Q1316152","display_name":"Charged black hole","level":4,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsai48974.2019.9010431","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai48974.2019.9010431","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 6th International Conference on Systems and Informatics (ICSAI)","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":4,"referenced_works":["https://openalex.org/W1570753487","https://openalex.org/W2042489844","https://openalex.org/W2096518871","https://openalex.org/W6674536215"],"related_works":["https://openalex.org/W2361515550","https://openalex.org/W2495628081","https://openalex.org/W2583381754","https://openalex.org/W4363647490","https://openalex.org/W2158110327","https://openalex.org/W2916429898","https://openalex.org/W2082371893","https://openalex.org/W2347324149","https://openalex.org/W2057573940","https://openalex.org/W2399718053"],"abstract_inverted_index":{"The":[0,69,106,116],"Artificial":[1],"Neural":[2],"Network":[3],"has":[4,85],"been":[5,86,135],"used":[6,33,96],"in":[7],"many":[8],"network":[9,17,31,35,65,72],"applications,":[10],"including":[11,128],"firewalls.":[12],"Training":[13],"process":[14],"of":[15,25,118,123,148,155],"neural":[16,30,64,71],"is":[18,74],"very":[19],"important":[20],"to":[21,44,88,97],"define":[22],"the":[23,26,99,138,146,152,156],"intelligence":[24],"systems.":[27],"Many":[28],"artificial":[29,63],"firewalls":[32],"direct":[34],"packets":[36],"for":[37,62,137,151],"training":[38,46,61,90,100],"process,":[39],"which":[40],"may":[41,49],"be":[42],"difficult":[43],"get":[45],"samples":[47,78,119],"and":[48,125,131],"not":[50],"follow":[51],"their":[52],"firewall's":[53,93],"policies.":[54],"This":[55,142],"research":[56],"work":[57],"proposes":[58],"a":[59],"rule-based":[60],"packet":[66],"filtering":[67],"firewall.":[68],"developed":[70],"model":[73],"trained":[75],"by":[76,104],"generating":[77],"from":[79],"legacy":[80],"firewall":[81,149],"ruleset.":[82],"Each":[83],"rule":[84,103,126,130],"converted":[87],"random":[89],"samples.":[91],"All":[92],"rules":[94,124],"are":[95],"generate":[98],"sample":[101],"data,":[102],"rule.":[105],"accuracy":[107,111,140,154],"results":[108],"show":[109],"high":[110],"with":[112],"some":[113],"behavior":[114],"studies.":[115],"number":[117,122],"per":[120],"rule,":[121],"style,":[127],"default":[129],"rule-scope":[132],"effects,":[133],"have":[134],"studied":[136],"best":[139,153],"results.":[141],"study":[143],"also":[144],"concludes":[145],"styles":[147],"ruleset":[150],"proposed":[157],"system.":[158]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
