{"id":"https://openalex.org/W7123354723","doi":"https://doi.org/10.1109/candarw68385.2025.00044","title":"A Dynamic XSS Attack Detection System with Realtime and Fast Response based on Transformer Learning Model and Adaptive Rule-based System","display_name":"A Dynamic XSS Attack Detection System with Realtime and Fast Response based on Transformer Learning Model and Adaptive Rule-based System","publication_year":2025,"publication_date":"2025-11-25","ids":{"openalex":"https://openalex.org/W7123354723","doi":"https://doi.org/10.1109/candarw68385.2025.00044"},"language":null,"primary_location":{"id":"doi:10.1109/candarw68385.2025.00044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/candarw68385.2025.00044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Thirteenth International Symposium on Computing and Networking Workshops (CANDARW)","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/A5122851669","display_name":"Kittipat Wattanasuwan","orcid":null},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Kittipat Wattanasuwan","raw_affiliation_strings":["Sirindhorn International Institute of Technology, Thammasat University,Thailand"],"affiliations":[{"raw_affiliation_string":"Sirindhorn International Institute of Technology, Thammasat University,Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122880837","display_name":"Atikan Mangkala","orcid":null},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Atikan Mangkala","raw_affiliation_strings":["Sirindhorn International Institute of Technology, Thammasat University,Thailand"],"affiliations":[{"raw_affiliation_string":"Sirindhorn International Institute of Technology, Thammasat University,Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122886760","display_name":"Panat Kitchon","orcid":null},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Panat Kitchon","raw_affiliation_strings":["Sirindhorn International Institute of Technology, Thammasat University,Thailand"],"affiliations":[{"raw_affiliation_string":"Sirindhorn International Institute of Technology, Thammasat University,Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122860613","display_name":"Somchart Fugkeaw","orcid":null},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Somchart Fugkeaw","raw_affiliation_strings":["Sirindhorn International Institute of Technology, Thammasat University,Thailand"],"affiliations":[{"raw_affiliation_string":"Sirindhorn International Institute of Technology, Thammasat University,Thailand","institution_ids":["https://openalex.org/I108108428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5122851669"],"corresponding_institution_ids":["https://openalex.org/I108108428"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.82495164,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"210","last_page":"216"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12479","display_name":"Web Application Security Vulnerabilities","score":0.958899974822998,"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"}},"topics":[{"id":"https://openalex.org/T12479","display_name":"Web Application Security Vulnerabilities","score":0.958899974822998,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.010400000028312206,"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/T11644","display_name":"Spam and Phishing Detection","score":0.007300000172108412,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cross-site-scripting","display_name":"Cross-site scripting","score":0.7670000195503235},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.6686999797821045},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5720000267028809},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.43959999084472656},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.413100004196167},{"id":"https://openalex.org/keywords/attack-patterns","display_name":"Attack patterns","score":0.4122999906539917},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.40639999508857727},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.3659000098705292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8253999948501587},{"id":"https://openalex.org/C39569185","wikidata":"https://www.wikidata.org/wiki/Q371199","display_name":"Cross-site scripting","level":5,"score":0.7670000195503235},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.6686999797821045},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5720000267028809},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.43959999084472656},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.413100004196167},{"id":"https://openalex.org/C2780741293","wikidata":"https://www.wikidata.org/wiki/Q4818019","display_name":"Attack patterns","level":3,"score":0.4122999906539917},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.40639999508857727},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.3659000098705292},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35920000076293945},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.34470000863075256},{"id":"https://openalex.org/C111065885","wikidata":"https://www.wikidata.org/wiki/Q1189053","display_name":"Fuzz testing","level":3,"score":0.3416000008583069},{"id":"https://openalex.org/C65856478","wikidata":"https://www.wikidata.org/wiki/Q3991682","display_name":"Attack model","level":2,"score":0.32739999890327454},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31940001249313354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3156999945640564},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.30809998512268066},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.305400013923645},{"id":"https://openalex.org/C140547941","wikidata":"https://www.wikidata.org/wiki/Q7797194","display_name":"Threat model","level":2,"score":0.2985000014305115},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.29580000042915344},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26759999990463257},{"id":"https://openalex.org/C544833334","wikidata":"https://www.wikidata.org/wiki/Q2005","display_name":"JavaScript","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C2776973144","wikidata":"https://www.wikidata.org/wiki/Q6880649","display_name":"Misuse detection","level":4,"score":0.2623000144958496}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/candarw68385.2025.00044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/candarw68385.2025.00044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Thirteenth International Symposium on Computing and Networking Workshops (CANDARW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.8188154697418213,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Cross-site":[0],"scripting":[1],"(XSS)":[2],"is":[3,144],"a":[4,90],"prevalent":[5,86],"vulnerability":[6],"found":[7],"in":[8,73,117,136,161],"web":[9,24,74,128],"applications,":[10,25],"allowing":[11],"attackers":[12],"to":[13,48,69,83,102,121,192],"compromise":[14],"user":[15],"sessions,":[16],"manipulate,":[17],"read,":[18],"and":[19,29,52,110,149,180],"delete":[20],"business":[21],"data":[22],"within":[23],"insert":[26],"malicious":[27,105],"code,":[28],"manipulate":[30],"victims":[31],"into":[32],"launching":[33],"attacks":[34,72,190],"on":[35,44],"other":[36],"specified":[37],"servers.":[38],"While":[39],"existing":[40],"solutions":[41],"typically":[42],"rely":[43],"machine":[45],"learning":[46,148],"techniques":[47],"identify":[49,70],"both":[50,171],"evident":[51],"sophisticated":[53],"attacks,":[54],"many":[55],"of":[56,127,147,177,185,188],"these":[57],"approaches":[58],"neglect":[59],"the":[60,98,118,138,151,175,178,183,186],"detection":[61,93,160,176,187],"performance.":[62],"This":[63],"paper":[64],"presents":[65],"an":[66],"innovative":[67],"approach":[68,169],"XSS":[71,106,189],"applications.":[75],"It":[76],"merges":[77],"rule-based":[78,119],"defenses":[79],"employing":[80],"regular":[81,132],"expressions":[82,133],"filter":[84],"out":[85],"attack":[87,112,152,179],"patterns":[88,113],"with":[89],"Transformer-based":[91],"anomaly":[92],"model,":[94],"leveraging":[95],"CodeBERT":[96],"as":[97,156],"pretrained":[99],"language":[100],"model":[101,143],"detect":[103],"diverse":[104],"codes.":[107],"The":[108,125,142],"detected":[109],"recognized":[111],"are":[114],"adaptively":[115],"stored":[116],"system":[120],"support":[122],"fast":[123],"detection.":[124],"segmentation":[126],"access":[129],"inputs":[130],"using":[131],"significantly":[134,181],"aids":[135],"training":[137],"Transformer":[139],"engine":[140],"model.":[141],"additionally":[145],"capable":[146],"retaining":[150],"patterns,":[153],"utilizing":[154],"them":[155],"signatures":[157],"for":[158],"prompt":[159],"subsequent":[162],"instances.":[163],"Experiments":[164],"show":[165],"that":[166],"our":[167],"proposed":[168],"can":[170],"efficiently":[172],"speed":[173],"up":[174],"enhance":[182],"accuracy":[184],"compared":[191],"related":[193],"techniques.":[194]},"counts_by_year":[],"updated_date":"2026-01-14T00:46:21.520733","created_date":"2026-01-14T00:00:00"}