{"id":"https://openalex.org/W4387870210","doi":"https://doi.org/10.1109/icc45041.2023.10279632","title":"Real-Time Phishing Detection Based on URL Multi-Perspective Features: Aiming at the Real Web Environment","display_name":"Real-Time Phishing Detection Based on URL Multi-Perspective Features: Aiming at the Real Web Environment","publication_year":2023,"publication_date":"2023-05-28","ids":{"openalex":"https://openalex.org/W4387870210","doi":"https://doi.org/10.1109/icc45041.2023.10279632"},"language":"en","primary_location":{"id":"doi:10.1109/icc45041.2023.10279632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10279632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","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/A5040733748","display_name":"Shiyue Liu","orcid":"https://orcid.org/0000-0002-2582-5055"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shiyue Liu","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University,Nanjing,China","School of Cyber Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032328549","display_name":"Hua Wu","orcid":"https://orcid.org/0000-0002-8829-0182"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]},{"id":"https://openalex.org/I4210155350","display_name":"Purple Mountain Laboratories","ror":"https://ror.org/04zcbk583","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210155350"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Wu","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University,Nanjing,China","Purple Mountain Laboratories for Network and Communication Security, Nanjing, China","School of Cyber Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Purple Mountain Laboratories for Network and Communication Security, Nanjing, China","institution_ids":["https://openalex.org/I4210155350"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043707940","display_name":"Guang Cheng","orcid":"https://orcid.org/0000-0001-8642-4362"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guang Cheng","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University,Nanjing,China","School of Cyber Science and Engineering, Southeast University, Nanjing, China","Jiangsu Province Engineering Research Center of Security for Ubiquitous Network, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Jiangsu Province Engineering Research Center of Security for Ubiquitous Network, Nanjing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073150709","display_name":"Xiaoyan Hu","orcid":"https://orcid.org/0000-0002-4172-1977"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Hu","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University,Nanjing,China","School of Cyber Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040733748"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23754516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3811","last_page":"3816"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":1.0,"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/T11644","display_name":"Spam and Phishing Detection","score":1.0,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9887999892234802,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.988099992275238,"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/phishing","display_name":"Phishing","score":0.9008166790008545},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8242559432983398},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.7973212599754333},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.589092493057251},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5755083560943604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5451918244361877},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5322100520133972},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4980306625366211},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.4579348564147949},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.44552081823349},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41412097215652466},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36218324303627014},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3158806264400482},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26666921377182007},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.24123793840408325}],"concepts":[{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.9008166790008545},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8242559432983398},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.7973212599754333},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.589092493057251},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5755083560943604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5451918244361877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5322100520133972},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4980306625366211},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.4579348564147949},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.44552081823349},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41412097215652466},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36218324303627014},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3158806264400482},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26666921377182007},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.24123793840408325},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc45041.2023.10279632","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45041.2023.10279632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2023 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7713054969","display_name":null,"funder_award_id":"2021YFB3101403","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2019176237","https://openalex.org/W2521519773","https://openalex.org/W2890718808","https://openalex.org/W2960544433","https://openalex.org/W2982523005","https://openalex.org/W2982692510","https://openalex.org/W3015465806","https://openalex.org/W3015534721","https://openalex.org/W3094521121","https://openalex.org/W3158143049","https://openalex.org/W3158785344","https://openalex.org/W3170052928","https://openalex.org/W3190330173","https://openalex.org/W3199139604","https://openalex.org/W3210736474","https://openalex.org/W4200587960","https://openalex.org/W4290996419","https://openalex.org/W6794959624"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W1574414179","https://openalex.org/W4297676672","https://openalex.org/W3009056573","https://openalex.org/W2922073769","https://openalex.org/W4281702477","https://openalex.org/W2490526372","https://openalex.org/W4376166922","https://openalex.org/W4220972140","https://openalex.org/W3161120485"],"abstract_inverted_index":{"Phishing":[0,17],"deceives":[1],"users'":[2],"trust":[3],"through":[4],"subtle":[5],"URL":[6,74,112],"and":[7,34,39,84,105,114,120,145,150,160],"HTML":[8],"disguises,":[9],"stealing":[10],"sensitive":[11],"data":[12],"or":[13],"spreading":[14],"malicious":[15],"viruses.":[16],"detection":[18,100],"from":[19,51,111],"URLs":[20,52],"has":[21],"been":[22],"the":[23,32,62,79,89,132,136,140,146,162],"focus":[24],"of":[25,139],"research":[26],"in":[27,88],"recent":[28],"years,":[29],"which":[30,108,156],"balances":[31],"performance":[33],"time":[35],"compared":[36],"to":[37,47,53,118,130],"list-based":[38],"content-based":[40],"approaches.":[41],"The":[42],"approaches":[43],"using":[44],"neural":[45],"networks":[46],"extract":[48],"semantic":[49],"information":[50],"detect":[54],"phishing":[55,99],"websites":[56],"can":[57,72],"avoid":[58],"feature":[59,121],"engineering.":[60],"However,":[61],"features'":[63],"plausibility":[64],"cannot":[65],"be":[66],"verified.":[67],"Heuristic":[68],"features":[69,81,104,110],"designed":[70],"artificially":[71],"reflect":[73],"differences":[75,127],"more":[76],"reasonably,":[77],"but":[78],"current":[80],"lack":[82],"diversity":[83],"have":[85],"poor":[86],"generalization":[87],"real":[90],"web":[91],"environment.":[92],"In":[93],"this":[94],"paper,":[95],"we":[96],"propose":[97],"a":[98],"model":[101],"combining":[102],"heuristic":[103],"machine":[106],"learning,":[107],"extracts":[109],"components":[113],"linguistics":[115],"perspectives,":[116],"leading":[117],"lightweight":[119],"diversity.":[122],"Three":[123],"datasets":[124,142],"with":[125],"significant":[126],"are":[128,152],"used":[129],"verify":[131],"model's":[133],"generalizability.":[134],"Eventually,":[135],"average":[137,147],"accuracy":[138],"three":[141],"reaches":[143],"98.68%,":[144],"precision,":[148],"recall,":[149],"F1-score":[151],"all":[153],"above":[154],"98%,":[155],"shows":[157],"good":[158],"generalizability":[159],"outperforms":[161],"baselines.":[163]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
