{"id":"https://openalex.org/W4406856778","doi":"https://doi.org/10.1109/tkde.2024.3512793","title":"Web-FTP: A Feature Transferring-Based Pre-Trained Model for Web Attack Detection","display_name":"Web-FTP: A Feature Transferring-Based Pre-Trained Model for Web Attack Detection","publication_year":2025,"publication_date":"2025-01-27","ids":{"openalex":"https://openalex.org/W4406856778","doi":"https://doi.org/10.1109/tkde.2024.3512793"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2024.3512793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2024.3512793","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-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/A5103172890","display_name":"Zhenyu Guo","orcid":"https://orcid.org/0000-0002-0644-3596"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenyu Guo","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026665506","display_name":"Qi-Liang Shang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qinghua Shang","raw_affiliation_strings":["QAX Security Center, Qi-AnXin Group Inc., Beijing, China"],"affiliations":[{"raw_affiliation_string":"QAX Security Center, Qi-AnXin Group Inc., Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354072","display_name":"Xin Li","orcid":"https://orcid.org/0000-0003-4257-4347"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424940","display_name":"Chengyi Li","orcid":"https://orcid.org/0000-0002-7222-1094"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengyi Li","raw_affiliation_strings":["School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082748711","display_name":"Zijian Zhang","orcid":"https://orcid.org/0000-0002-6313-4407"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijian Zhang","raw_affiliation_strings":["QAX Security Center, Qi-AnXin Group Inc., Beijing, China","School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"QAX Security Center, Qi-AnXin Group Inc., Beijing, China","institution_ids":[]},{"raw_affiliation_string":"School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115593770","display_name":"Zhuo Zhang","orcid":"https://orcid.org/0000-0003-3258-7849"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuo Zhang","raw_affiliation_strings":["QAX Security Center, Qi-AnXin Group Inc., Beijing, China","School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"QAX Security Center, Qi-AnXin Group Inc., Beijing, China","institution_ids":[]},{"raw_affiliation_string":"School of Cyberspace Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103168713","display_name":"Jingjing Hu","orcid":"https://orcid.org/0000-0002-3220-621X"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Hu","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101180615","display_name":"Jincheng An","orcid":"https://orcid.org/0009-0004-6607-5993"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jincheng An","raw_affiliation_strings":["QAX Security Center, Qi-AnXin Group Inc., Beijing, China"],"affiliations":[{"raw_affiliation_string":"QAX Security Center, Qi-AnXin Group Inc., Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013383962","display_name":"Chuanming Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chuanming Huang","raw_affiliation_strings":["QAX Security Center, Qi-AnXin Group Inc., Beijing, China"],"affiliations":[{"raw_affiliation_string":"QAX Security Center, Qi-AnXin Group Inc., Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100350377","display_name":"Yang Chen","orcid":"https://orcid.org/0000-0001-8697-003X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang Chen","raw_affiliation_strings":["QAX Security Center, Qi-AnXin Group Inc., Beijing, China"],"affiliations":[{"raw_affiliation_string":"QAX Security Center, Qi-AnXin Group Inc., Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111086204","display_name":"Yuguang Cai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuguang Cai","raw_affiliation_strings":["QAX Security Center, Qi-AnXin Group Inc., Beijing, China"],"affiliations":[{"raw_affiliation_string":"QAX Security Center, Qi-AnXin Group Inc., Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5103172890"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":1.4888,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79616769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"37","issue":"3","first_page":"1495","last_page":"1507"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9961000084877014,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9908000230789185,"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/computer-science","display_name":"Computer science","score":0.858900785446167},{"id":"https://openalex.org/keywords/file-transfer-protocol","display_name":"File Transfer Protocol","score":0.78836989402771},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4801137447357178},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.42070746421813965},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4190386235713959},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3875637948513031},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.3468817472457886},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32365018129348755}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.858900785446167},{"id":"https://openalex.org/C169485995","wikidata":"https://www.wikidata.org/wiki/Q42283","display_name":"File Transfer Protocol","level":3,"score":0.78836989402771},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4801137447357178},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.42070746421813965},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4190386235713959},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3875637948513031},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3468817472457886},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32365018129348755},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2024.3512793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2024.3512793","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2796227307","display_name":null,"funder_award_id":"92270125","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7144638067","display_name":null,"funder_award_id":"62276024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W157193387","https://openalex.org/W363934082","https://openalex.org/W1566289585","https://openalex.org/W2158698691","https://openalex.org/W2175297521","https://openalex.org/W2343828539","https://openalex.org/W2544654717","https://openalex.org/W2788306232","https://openalex.org/W2789828921","https://openalex.org/W2793171130","https://openalex.org/W2794601162","https://openalex.org/W2949297108","https://openalex.org/W2962784628","https://openalex.org/W2967236168","https://openalex.org/W2968179027","https://openalex.org/W2971076825","https://openalex.org/W3008783644","https://openalex.org/W3039673966","https://openalex.org/W3047383742","https://openalex.org/W3094810545","https://openalex.org/W3171551824","https://openalex.org/W3198713703","https://openalex.org/W4224315052","https://openalex.org/W4226323133","https://openalex.org/W4281726436","https://openalex.org/W4285115684","https://openalex.org/W4294967796","https://openalex.org/W4378364077","https://openalex.org/W4379659589","https://openalex.org/W6755207826","https://openalex.org/W6766673545","https://openalex.org/W6768003788","https://openalex.org/W6769243733","https://openalex.org/W6771917389","https://openalex.org/W6800134319"],"related_works":["https://openalex.org/W2349516242","https://openalex.org/W2378353542","https://openalex.org/W2274312645","https://openalex.org/W2358003099","https://openalex.org/W2479761186","https://openalex.org/W2373243130","https://openalex.org/W3088189910","https://openalex.org/W2069131781","https://openalex.org/W646151359","https://openalex.org/W625983845"],"abstract_inverted_index":{"Web":[0],"attack":[1,11,70,84,106],"is":[2],"a":[3,16,46,64,79,87,90,94],"major":[4],"threat":[5],"to":[6,52],"cyberspace":[7],"security,":[8],"so":[9],"web":[10,26,69,83,105],"detection":[12,71,107],"models":[13,44],"have":[14],"become":[15],"critical":[17],"task.":[18],"Traditional":[19],"supervised":[20],"learning":[21],"methods":[22],"learn":[23,53],"features":[24,55],"of":[25,31],"attacks":[27],"with":[28,49],"large":[29,57],"amounts":[30],"high-confidence":[32],"labeled":[33],"data,":[34],"which":[35],"are":[36],"extremely":[37],"expensive":[38],"in":[39,114],"the":[40,112],"real":[41],"world.":[42],"Pre-trained":[43],"offer":[45],"novel":[47],"solution":[48],"their":[50],"ability":[51],"generic":[54],"on":[56,103],"unlabeled":[58],"datasets.":[59,108],"However,":[60],"designing":[61],"and":[62,93,117],"deploying":[63],"pre-trained":[65,80],"model":[66,81,98,113],"for":[67,82,121],"real-world":[68,115],"remains":[72],"challenges.":[73],"In":[74],"this":[75],"paper,":[76],"we":[77,110],"present":[78],"detection,":[85],"including":[86],"pre-processing":[88],"module,":[89,92],"pre-training":[91],"deployment":[95],"scheme.":[96],"Our":[97],"significantly":[99],"improves":[100],"classification":[101],"performance":[102],"several":[104],"Moreover,":[109],"deploy":[111],"systems":[116],"show":[118],"its":[119],"potential":[120],"industrial":[122],"applications.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
