{"id":"https://openalex.org/W2626431566","doi":"https://doi.org/10.1109/aiccsa.2016.7945697","title":"Anomaly behavior analysis of website vulnerability and security","display_name":"Anomaly behavior analysis of website vulnerability and security","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2626431566","doi":"https://doi.org/10.1109/aiccsa.2016.7945697","mag":"2626431566"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa.2016.7945697","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2016.7945697","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA)","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/A5028622409","display_name":"Pratik Satam","orcid":"https://orcid.org/0000-0003-3139-8333"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pratik Satam","raw_affiliation_strings":["School of Engineering, University of Warwick, Coventry, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Warwick, Coventry, United Kingdom","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111537338","display_name":"Douglas J. Kelly","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Douglas Kelly","raw_affiliation_strings":["Department of Aeronautics, Imperial College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aeronautics, Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057335897","display_name":"Salim Hariri","orcid":"https://orcid.org/0000-0003-3956-3401"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Salim Hariri","raw_affiliation_strings":["School of Engineering, University of Warwick, Coventry, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Warwick, Coventry, United Kingdom","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9997000098228455,"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":0.7673619389533997},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.707898736000061},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6788452863693237},{"id":"https://openalex.org/keywords/web-analytics","display_name":"Web analytics","score":0.583470344543457},{"id":"https://openalex.org/keywords/web-application-security","display_name":"Web application security","score":0.5721826553344727},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.5596910119056702},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5457867383956909},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.49738696217536926},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.4654009938240051},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.45680612325668335},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4384956657886505},{"id":"https://openalex.org/keywords/information-security","display_name":"Information security","score":0.430209755897522},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2630481421947479},{"id":"https://openalex.org/keywords/web-development","display_name":"Web development","score":0.24782243371009827},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2088894546031952}],"concepts":[{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.7673619389533997},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.707898736000061},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6788452863693237},{"id":"https://openalex.org/C516187249","wikidata":"https://www.wikidata.org/wiki/Q10719477","display_name":"Web analytics","level":5,"score":0.583470344543457},{"id":"https://openalex.org/C59241245","wikidata":"https://www.wikidata.org/wiki/Q4781497","display_name":"Web application security","level":4,"score":0.5721826553344727},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.5596910119056702},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5457867383956909},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.49738696217536926},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.4654009938240051},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.45680612325668335},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4384956657886505},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.430209755897522},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2630481421947479},{"id":"https://openalex.org/C79373723","wikidata":"https://www.wikidata.org/wiki/Q386275","display_name":"Web development","level":3,"score":0.24782243371009827},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2088894546031952},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiccsa.2016.7945697","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2016.7945697","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W236346275","https://openalex.org/W410850256","https://openalex.org/W1543320899","https://openalex.org/W1566376227","https://openalex.org/W1576226931","https://openalex.org/W1576271900","https://openalex.org/W1966280301","https://openalex.org/W2026054276","https://openalex.org/W2044675702","https://openalex.org/W2089442574","https://openalex.org/W2129629259","https://openalex.org/W2133990480","https://openalex.org/W2135893370","https://openalex.org/W2189465200","https://openalex.org/W2261117743","https://openalex.org/W2460383888","https://openalex.org/W2518026023","https://openalex.org/W2564566221","https://openalex.org/W2902792801","https://openalex.org/W4285719527","https://openalex.org/W6634380119","https://openalex.org/W6634531628"],"related_works":["https://openalex.org/W2734818785","https://openalex.org/W2794551092","https://openalex.org/W2124796039","https://openalex.org/W2043570891","https://openalex.org/W1980745463","https://openalex.org/W2376574812","https://openalex.org/W2587151093","https://openalex.org/W2277574939","https://openalex.org/W2316227316","https://openalex.org/W3190017191"],"abstract_inverted_index":{"The":[0,115],"world":[1],"wide":[2],"web":[3,32,151],"has":[4,34],"grown":[5],"exponentially":[6],"over":[7,19],"the":[8,26,54,89,107,170],"previous":[9],"decade":[10],"in":[11,102],"terms":[12],"of":[13,28,41,56,79,91,119,134,227,234],"its":[14],"size":[15],"that":[16,58,146,173,214],"is":[17,94,122],"currently":[18],"a":[20,63,200,223,230],"billion":[21],"sties,":[22],"as":[23,25,184],"well":[24],"number":[27],"users.":[29],"In":[30],"fact,":[31],"usage":[33],"become":[35],"pervasive":[36],"to":[37,67,110,123,139,167,198],"touch":[38],"all":[39,80],"aspects":[40],"our":[42,205,215],"life,":[43],"economy":[44],"and":[45,88,164,212,229],"education.":[46],"These":[47],"rapid":[48],"advances":[49],"have":[50,82,147,174,203],"also":[51],"significantly":[52],"increase":[53],"vulnerabilities":[55],"websites":[57,81,135],"are":[59],"being":[60],"hacked":[61],"on":[62,207],"daily":[64],"basis.":[65],"According":[66],"White":[68],"Hat":[69],"security's":[70],"\u201c2015":[71],"Website":[72],"Security":[73],"Statistics":[74],"Report\u201d":[75],"more":[76,85,113,208],"than":[77,209],"86%":[78],"one":[83,104],"or":[84,144,177],"critical":[86],"vulnerability":[87],"likelihood":[90],"information":[92],"leakage":[93],"56%.":[95],"With":[96],"no":[97],"effective":[98],"website":[99,108],"security":[100,109],"measures":[101],"place,":[103],"can":[105,178,217],"expect":[106],"be":[111,179],"even":[112],"critical.":[114],"main":[116],"research":[117],"goal":[118],"this":[120,125],"paper":[121],"overcome":[124],"challenge":[126],"by":[127,150,181],"presenting":[128],"an":[129],"online":[130],"anomaly":[131,154],"behavior":[132],"analysis":[133,155],"(e.g.,":[136],"HTML":[137,220],"files)":[138],"detect":[140,218],"any":[141],"malicious":[142,219],"codes":[143],"pages":[145],"been":[148,175],"injected":[149],"attacks.":[152],"Our":[153],"approach":[156,206,216],"utilizes":[157],"feature":[158],"selection,":[159],"data":[160,162],"mining,":[161],"analytics":[163],"statistical":[165],"techniques":[166],"identify":[168],"accurately":[169],"webpage":[171],"contents":[172],"compromised":[176],"exploited":[180],"attacks":[182],"such":[183],"phishing":[185],"attacks,":[186,190,193,196],"cross":[187],"site":[188],"scripting":[189],"html":[191],"injection":[192],"malware":[194],"insertion":[195],"just":[197],"name":[199],"few.":[201],"We":[202],"validated":[204],"10,000":[210],"files":[211,221],"showed":[213],"with":[222],"true":[224],"positive":[225,232],"rate":[226,233],"99%":[228],"false":[231],"0.8%":[235],"for":[236],"abnormal":[237],"files.":[238]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
