{"id":"https://openalex.org/W4296351595","doi":"https://doi.org/10.3390/jsan11030054","title":"Homoglyph Attack Detection Model Using Machine Learning and Hash Function","display_name":"Homoglyph Attack Detection Model Using Machine Learning and Hash Function","publication_year":2022,"publication_date":"2022-09-16","ids":{"openalex":"https://openalex.org/W4296351595","doi":"https://doi.org/10.3390/jsan11030054"},"language":"en","primary_location":{"id":"doi:10.3390/jsan11030054","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jsan11030054","pdf_url":"https://www.mdpi.com/2224-2708/11/3/54/pdf?version=1663552639","source":{"id":"https://openalex.org/S2736633529","display_name":"Journal of Sensor and Actuator Networks","issn_l":"2224-2708","issn":["2224-2708"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensor and Actuator Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2224-2708/11/3/54/pdf?version=1663552639","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029026113","display_name":"Abdullah M. Almuhaideb","orcid":"https://orcid.org/0000-0002-2004-5324"},"institutions":[{"id":"https://openalex.org/I4210143841","display_name":"Saudi Aramco (Saudi Arabia)","ror":"https://ror.org/03ypap427","country_code":"SA","type":"company","lineage":["https://openalex.org/I4210143841"]},{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Abdullah M. Almuhaideb","raw_affiliation_strings":["SAUDI ARAMCO Cybersecurity Chair, Department of Networks and Communications, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-2004-5324","affiliations":[{"raw_affiliation_string":"SAUDI ARAMCO Cybersecurity Chair, Department of Networks and Communications, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia","institution_ids":["https://openalex.org/I4210143841","https://openalex.org/I76571253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036961841","display_name":"Nida Aslam","orcid":"https://orcid.org/0000-0002-1619-5733"},"institutions":[{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Nida Aslam","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-1619-5733","affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022118792","display_name":"Almaha Alabdullatif","orcid":null},"institutions":[{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Almaha Alabdullatif","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111730357","display_name":"Sarah Altamimi","orcid":null},"institutions":[{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sarah Altamimi","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051825014","display_name":"Shooq Alothman","orcid":null},"institutions":[{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Shooq Alothman","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076792261","display_name":"Amnah Alhussain","orcid":null},"institutions":[{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Amnah Alhussain","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080309800","display_name":"Waad Aldosari","orcid":null},"institutions":[{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Waad Aldosari","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045950024","display_name":"Shikah J. Alsunaidi","orcid":"https://orcid.org/0000-0002-8262-5025"},"institutions":[{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Shikah J. Alsunaidi","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-8262-5025","affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019961423","display_name":"Khalid Alissa","orcid":"https://orcid.org/0000-0002-3975-5879"},"institutions":[{"id":"https://openalex.org/I4210143841","display_name":"Saudi Aramco (Saudi Arabia)","ror":"https://ror.org/03ypap427","country_code":"SA","type":"company","lineage":["https://openalex.org/I4210143841"]},{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Khalid A. Alissa","raw_affiliation_strings":["SAUDI ARAMCO Cybersecurity Chair, Department of Networks and Communications, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-3975-5879","affiliations":[{"raw_affiliation_string":"SAUDI ARAMCO Cybersecurity Chair, Department of Networks and Communications, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia","institution_ids":["https://openalex.org/I4210143841","https://openalex.org/I76571253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5029026113"],"corresponding_institution_ids":["https://openalex.org/I4210143841","https://openalex.org/I76571253"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":5.0972,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95727889,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"11","issue":"3","first_page":"54","last_page":"54"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9975000023841858,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9944000244140625,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8703006505966187},{"id":"https://openalex.org/keywords/phishing","display_name":"Phishing","score":0.8449636697769165},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.7056862115859985},{"id":"https://openalex.org/keywords/spoofing-attack","display_name":"Spoofing attack","score":0.6596162915229797},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5133377909660339},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.42101147770881653},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.4176833927631378},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3794075846672058},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3327646851539612},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32822152972221375},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.21300506591796875},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.206764817237854}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8703006505966187},{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.8449636697769165},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7056862115859985},{"id":"https://openalex.org/C167900197","wikidata":"https://www.wikidata.org/wiki/Q11081100","display_name":"Spoofing attack","level":2,"score":0.6596162915229797},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5133377909660339},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.42101147770881653},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.4176833927631378},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3794075846672058},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3327646851539612},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32822152972221375},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.21300506591796875},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.206764817237854}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/jsan11030054","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jsan11030054","pdf_url":"https://www.mdpi.com/2224-2708/11/3/54/pdf?version=1663552639","source":{"id":"https://openalex.org/S2736633529","display_name":"Journal of Sensor and Actuator Networks","issn_l":"2224-2708","issn":["2224-2708"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensor and Actuator Networks","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1e917b66680d4b1b80f7d268623613b2","is_oa":true,"landing_page_url":"https://doaj.org/article/1e917b66680d4b1b80f7d268623613b2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Sensor and Actuator Networks, Vol 11, Iss 3, p 54 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2224-2708/11/3/54/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/jsan11030054","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Sensor and Actuator Networks; Volume 11; Issue 3; Pages: 54","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/jsan11030054","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jsan11030054","pdf_url":"https://www.mdpi.com/2224-2708/11/3/54/pdf?version=1663552639","source":{"id":"https://openalex.org/S2736633529","display_name":"Journal of Sensor and Actuator Networks","issn_l":"2224-2708","issn":["2224-2708"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensor and Actuator Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324706","display_name":"Saudi Aramco","ror":"https://ror.org/03ypap427"},{"id":"https://openalex.org/F4320328818","display_name":"Imam Abdulrahman Bin Faisal University","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4296351595.pdf","grobid_xml":"https://content.openalex.org/works/W4296351595.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1947748514","https://openalex.org/W1984868580","https://openalex.org/W1987844732","https://openalex.org/W2070896531","https://openalex.org/W2118937875","https://openalex.org/W2126050324","https://openalex.org/W2338499078","https://openalex.org/W2524841068","https://openalex.org/W2588813228","https://openalex.org/W2608595939","https://openalex.org/W2739066632","https://openalex.org/W2774871243","https://openalex.org/W2783499216","https://openalex.org/W2801182074","https://openalex.org/W2801883820","https://openalex.org/W2807459182","https://openalex.org/W2808138572","https://openalex.org/W2889851289","https://openalex.org/W2890718808","https://openalex.org/W2892847381","https://openalex.org/W2894350870","https://openalex.org/W2914801588","https://openalex.org/W2947265974","https://openalex.org/W2948344613","https://openalex.org/W2963635116","https://openalex.org/W2980676478","https://openalex.org/W3039927772","https://openalex.org/W3082854246","https://openalex.org/W3184003609","https://openalex.org/W6741388753","https://openalex.org/W6747016468","https://openalex.org/W6756736920"],"related_works":["https://openalex.org/W2149202530","https://openalex.org/W2807822918","https://openalex.org/W2921723332","https://openalex.org/W2482950156","https://openalex.org/W2305322260","https://openalex.org/W3042334625","https://openalex.org/W3139248031","https://openalex.org/W3127778980","https://openalex.org/W2782609208","https://openalex.org/W3088188605"],"abstract_inverted_index":{"Phishing":[0],"is":[1,46,140,163],"still":[2],"a":[3,19,26,30,83,90,121,159,171],"major":[4],"security":[5,177,208,213],"threat":[6],"in":[7,44,55,169,219],"cyberspace.":[8],"In":[9],"phishing,":[10],"attackers":[11],"steal":[12],"critical":[13],"information":[14],"from":[15,181],"victims":[16],"by":[17,68],"presenting":[18],"spoofing/fake":[20],"site":[21],"that":[22,88,162,230],"appears":[23],"to":[24,39,60,100,146,196],"be":[25,150,156],"visual":[27],"clone":[28],"of":[29,73,214,221,240,252],"legitimate":[31],"site.":[32],"Several":[33],"Unicode":[34],"characters":[35,45],"are":[36,77,97,134],"visually":[37],"identical":[38],"ASCII":[40],"characters.":[41],"This":[42,80],"similarity":[43],"generally":[47],"known":[48],"as":[49,142,158,165,173],"homoglyphs.":[50],"Malicious":[51],"adversaries":[52],"utilize":[53],"homoglyphs":[54],"URLs":[56],"and":[57,93,124,178,224,245],"DNS":[58],"domains":[59],"target":[61],"organizations.":[62],"To":[63,184],"reduce":[64],"the":[65,101,110,118,126,138,147,166,186,190,203,206,211,215,231,246,250],"risks":[66],"caused":[67],"phishing":[69,75,182,198,235],"attacks,":[70],"effective":[71],"ways":[72],"detecting":[74],"websites":[76,180],"urgently":[78],"required.":[79],"paper":[81],"proposes":[82],"homoglyph":[84,153,216,253],"attack":[85,217,254],"detection":[86,199,218],"model":[87,102,119,192,232],"combines":[89],"hash":[91,204,247],"function":[92,248],"machine":[94,105],"learning.":[95],"There":[96],"two":[98],"phases":[99],"approach.":[103],"The":[104,113,132,152,226],"was":[106],"being":[107],"trained":[108],"during":[109],"development":[111],"phase.":[112],"deployment":[114],"phase":[115],"involved":[116],"deploying":[117],"with":[120,237],"Java":[122],"interface":[123],"testing":[125],"outcomes":[127],"through":[128],"actual":[129],"user":[130],"interaction.":[131],"results":[133,228],"more":[135],"accurate":[136],"when":[137],"URL":[139,148],"hashed,":[141],"any":[143],"little":[144],"changes":[145],"can":[149,155,233],"recognized.":[151],"detector":[154],"developed":[157],"stand-alone":[160],"software":[161],"used":[164],"initial":[167],"step":[168],"requesting":[170],"webpage":[172],"it":[174],"enhances":[175],"browser":[176],"protects":[179],"attempts.":[183],"verify":[185],"effectiveness,":[187],"we":[188],"compared":[189],"proposed":[191,207],"on":[193],"several":[194],"criteria":[195],"existing":[197],"methods.":[200],"By":[201],"using":[202,242],"function,":[205],"features":[209],"increase":[210],"overall":[212],"terms":[220],"accuracy,":[222],"integrity,":[223],"availability.":[225],"experiment":[227],"showed":[229],"detect":[234],"sites":[236],"an":[238],"accuracy":[239,251],"99.8%":[241],"Random":[243],"Forest,":[244],"improves":[249],"detection.":[255]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
