{"id":"https://openalex.org/W72859629","doi":"https://doi.org/10.1145/2567948.2577320","title":"Users' behavioral prediction for phishing detection","display_name":"Users' behavioral prediction for phishing detection","publication_year":2014,"publication_date":"2014-04-07","ids":{"openalex":"https://openalex.org/W72859629","doi":"https://doi.org/10.1145/2567948.2577320","mag":"72859629"},"language":"en","primary_location":{"id":"doi:10.1145/2567948.2577320","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567948.2577320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd International Conference on World Wide Web","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/A5078362082","display_name":"Lung\u2010Hao Lee","orcid":"https://orcid.org/0000-0003-0472-7429"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Lung-Hao Lee","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan Roc","Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan,ROC"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan,ROC","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071520406","display_name":"Kuei-Ching Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kuei-Ching Lee","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan Roc","Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan,ROC"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan,ROC","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010097457","display_name":"Yen\u2010Cheng Juan","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yen-Cheng Juan","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan Roc","Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan,ROC"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan,ROC","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000334344","display_name":"Hsin\u2010Hsi Chen","orcid":"https://orcid.org/0000-0001-9757-9423"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Hsi Chen","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan Roc","Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan,ROC"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan,ROC","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050118459","display_name":"Yuen\u2010Hsien Tseng","orcid":"https://orcid.org/0000-0001-8904-7902"},"institutions":[{"id":"https://openalex.org/I134161618","display_name":"National Taiwan Normal University","ror":"https://ror.org/059dkdx38","country_code":"TW","type":"education","lineage":["https://openalex.org/I134161618"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yuen-Hsien Tseng","raw_affiliation_strings":["Information Technology Center, National Taiwan Normal University, Taipei, Taiwan Roc","Information Technology Center, National Taiwan Normal University, Taipei, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"Information Technology Center, National Taiwan Normal University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I134161618"]},{"raw_affiliation_string":"Information Technology Center, National Taiwan Normal University, Taipei, Taiwan, ROC","institution_ids":["https://openalex.org/I134161618"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5078362082"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":3.1556,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92064297,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"337","last_page":"338"},"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":0.9940000176429749,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9815999865531921,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/phishing","display_name":"Phishing","score":0.9581963419914246},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7846163511276245},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6551769971847534},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6290554404258728},{"id":"https://openalex.org/keywords/blocking","display_name":"Blocking (statistics)","score":0.41471412777900696},{"id":"https://openalex.org/keywords/word-error-rate","display_name":"Word error rate","score":0.4110443890094757},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3509964346885681},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34175950288772583},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3173971474170685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29121133685112},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.27946096658706665},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07119438052177429}],"concepts":[{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.9581963419914246},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7846163511276245},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6551769971847534},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6290554404258728},{"id":"https://openalex.org/C144745244","wikidata":"https://www.wikidata.org/wiki/Q4927286","display_name":"Blocking (statistics)","level":2,"score":0.41471412777900696},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.4110443890094757},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3509964346885681},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34175950288772583},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3173971474170685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29121133685112},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.27946096658706665},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07119438052177429},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2567948.2577320","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567948.2577320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd International Conference on World Wide Web","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320323837","display_name":"National Taiwan Normal University","ror":"https://ror.org/059dkdx38"},{"id":"https://openalex.org/F4320323900","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2012673382","https://openalex.org/W2139565456","https://openalex.org/W2154586245"],"related_works":["https://openalex.org/W2149202530","https://openalex.org/W2807822918","https://openalex.org/W2921723332","https://openalex.org/W2482950156","https://openalex.org/W4396966040","https://openalex.org/W2305322260","https://openalex.org/W3139248031","https://openalex.org/W3042334625","https://openalex.org/W4200017362","https://openalex.org/W2162582511"],"abstract_inverted_index":{"This":[0],"study":[1],"explores":[2],"the":[3,58,86],"users'":[4,44,62,96],"web":[5],"browsing":[6],"behaviors":[7],"that":[8,50,68],"confront":[9],"phishing":[10,14,59,93],"situations":[11],"for":[12,43,56,90],"context-aware":[13],"detection.":[15],"We":[16],"extract":[17],"discriminative":[18],"features":[19],"of":[20,61],"each":[21],"clicked":[22],"URL,":[23],"i.e.,":[24],"domain":[25],"name,":[26],"bag-of-words,":[27],"generic":[28],"Top-Level":[29],"Domains,":[30],"IP":[31],"address,":[32],"and":[33],"port":[34],"number,":[35],"to":[36,85],"develop":[37],"a":[38,73],"linear":[39],"chain":[40],"CRF":[41],"model":[42,70],"behavioral":[45,97],"prediction.":[46],"Large-scale":[47],"experiments":[48],"show":[49],"our":[51,69,81],"method":[52],"achieves":[53],"promising":[54],"performance":[55],"predicting":[57],"threats":[60,94],"next":[63],"accesses.":[64],"Error":[65],"analysis":[66],"indicates":[67],"results":[71],"in":[72],"favorably":[74],"low":[75],"false":[76],"positive":[77],"rate.":[78],"In":[79],"practice,":[80],"solution":[82],"is":[83],"complementary":[84],"existing":[87],"anti-phishing":[88],"techniques":[89],"cost-effectively":[91],"blocking":[92],"from":[95],"perspectives.":[98]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
