{"id":"https://openalex.org/W2507721137","doi":null,"title":"Malicious Drive-By-Download Website Classification Using JavaScript Features","display_name":"Malicious Drive-By-Download Website Classification Using JavaScript Features","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2507721137","mag":"2507721137"},"language":"en","primary_location":{"id":"pmh:oai:dspace.library.uvic.ca:1828/7512","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/1828/7512","pdf_url":null,"source":{"id":"https://openalex.org/S4306401509","display_name":"UVic\u2019s Research and Learning Repository (University of Victoria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I212119943","host_organization_name":"University of Victoria","host_organization_lineage":["https://openalex.org/I212119943"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"project"},"volume":null,"type":"article","indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Sam C. Wang","orcid":"https://orcid.org/0000-0003-3626-5273","observed_orcids":["https://orcid.org/0000-0003-3626-5273"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sam C. Wang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-3626-5273","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11452597,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12479","display_name":"Web Application Security Vulnerabilities","score":0.7548999786376953,"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":0.7548999786376953,"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/T11644","display_name":"Spam and Phishing Detection","score":0.18369999527931213,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.02239999920129776,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/drive-by-download-attacks","display_name":"drive-by-download attacks","score":0.8820000290870667},{"id":"https://openalex.org/keywords/string-analysis","display_name":"string analysis","score":0.6140000224113464},{"id":"https://openalex.org/keywords/web-based-malware","display_name":"web-based malware","score":0.6539999842643738},{"id":"https://openalex.org/keywords/feature-vector-comparison","display_name":"feature vector comparison","score":0.574999988079071}],"concepts":[{"id":"https://openalex.org/C544833334","wikidata":"https://www.wikidata.org/wiki/Q2005","display_name":"JavaScript","level":2,"score":0.8124061822891235},{"id":"https://openalex.org/C2780154274","wikidata":"https://www.wikidata.org/wiki/Q7126717","display_name":"Download","level":2,"score":0.7168471813201904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6703657507896423},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5587981939315796},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4114741086959839},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.37163466215133667}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:dspace.library.uvic.ca:1828/7512","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/1828/7512","pdf_url":null,"source":{"id":"https://openalex.org/S4306401509","display_name":"UVic\u2019s Research and Learning Repository (University of Victoria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I212119943","host_organization_name":"University of Victoria","host_organization_lineage":["https://openalex.org/I212119943"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"project"},{"id":"mag:2507721137","doi":null,"is_oa":false,"landing_page_url":"https://dspace.library.uvic.ca/handle/1828/7512","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2625940748","https://openalex.org/W1983699401","https://openalex.org/W1972794408","https://openalex.org/W94275716","https://openalex.org/W2562772133","https://openalex.org/W4242229347","https://openalex.org/W7095986834","https://openalex.org/W6961084157","https://openalex.org/W2896313538","https://openalex.org/W2969612742"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"Drive-by-download":[3],"attacks":[4,11,24],"make":[5],"up":[6],"over":[7],"90%":[8],"of":[9,23,106,110,123],"web-based":[10],"on":[12,41,140],"web":[13,16,75,81,127],"users.":[14],"Many":[15],"users":[17,76],"fall":[18],"victim":[19],"to":[20,26,33,39,54,59,86,137],"this":[21],"type":[22],"due":[25],"its":[27],"simplicity":[28],"and":[29,58,125,135],"less":[30],"complex":[31],"requirements":[32],"be":[34],"compromised.":[35],"They":[36],"simply":[37],"need":[38],"click":[40],"a":[42],"malicious":[43,52,80,126],"URL":[44],"while":[45],"having":[46],"some":[47,116],"browser":[48],"vulnerabilities":[49],"for":[50,73,98,120],"the":[51,88,104,121,141],"attackers":[53],"compromise":[55],"their":[56,61],"machine":[57],"obtain":[60],"sensitive":[62],"information.":[63],"To":[64],"combat":[65],"these":[66,79],"attacks,":[67],"proactive":[68,90],"blacklists":[69],"are":[70,133],"used":[71],"nowadays":[72],"preventing":[74],"from":[77],"accessing":[78],"pages.":[82,128],"This":[83],"report":[84],"attempts":[85],"supplement":[87],"existing":[89],"blacklisting":[91],"framework":[92],"by":[93],"introducing":[94],"JavaScript":[95,107,111,143],"feature":[96,101,144],"vectors":[97,102,145],"classification.":[99],"These":[100],"include":[103],"functionality":[105],"in":[108],"terms":[109],"bytecode,":[112],"as":[113,115],"well":[114],"string":[117],"analysis":[118],"properties":[119],"classification":[122],"benign":[124],"A":[129],"few":[130],"different":[131,142],"classifiers":[132],"tested":[134],"compared":[136],"provide":[138],"insight":[139],"defined.":[146]},"counts_by_year":[],"updated_date":"2026-09-27T08:07:27.782135","created_date":"2016-09-16T00:00:00"}