{"id":"https://openalex.org/W4391877227","doi":"https://doi.org/10.1109/icaic60265.2024.10433842","title":"A Holistic Review on Detection of Malicious Browser Extensions and Links using Deep Learning","display_name":"A Holistic Review on Detection of Malicious Browser Extensions and Links using Deep Learning","publication_year":2024,"publication_date":"2024-02-07","ids":{"openalex":"https://openalex.org/W4391877227","doi":"https://doi.org/10.1109/icaic60265.2024.10433842"},"language":"en","primary_location":{"id":"doi:10.1109/icaic60265.2024.10433842","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icaic60265.2024.10433842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 3rd International Conference on AI in Cybersecurity (ICAIC)","raw_type":"proceedings-article"},"type":"review","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/A5109695463","display_name":"Rama Abirami K","orcid":null},"institutions":[{"id":"https://openalex.org/I158949172","display_name":"Curtin University Sarawak","ror":"https://ror.org/024fm2y42","country_code":"MY","type":"education","lineage":["https://openalex.org/I158949172"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Rama Abirami K","raw_affiliation_strings":["Curtin University,Malaysia","University of Western Santa Catarina, Brazil","Curtin University, Malaysia"],"affiliations":[{"raw_affiliation_string":"Curtin University,Malaysia","institution_ids":["https://openalex.org/I158949172"]},{"raw_affiliation_string":"University of Western Santa Catarina, Brazil","institution_ids":[]},{"raw_affiliation_string":"Curtin University, Malaysia","institution_ids":["https://openalex.org/I158949172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085094618","display_name":"Tiago Zonta","orcid":"https://orcid.org/0000-0002-1761-6552"},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tiago Zonta","raw_affiliation_strings":["University of Western Santa Catarina,Santa Catarina,Brazil","University of Western Santa Catarina, Santa Catarina, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Western Santa Catarina,Santa Catarina,Brazil","institution_ids":["https://openalex.org/I164790352"]},{"raw_affiliation_string":"University of Western Santa Catarina, Santa Catarina, Brazil","institution_ids":["https://openalex.org/I164790352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075909054","display_name":"Mithileysh Sathiyanarayanan","orcid":"https://orcid.org/0000-0002-8598-1949"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mithileysh Sathiyanarayanan","raw_affiliation_strings":["MIT Square,London,UK","MIT Square, London, UK"],"affiliations":[{"raw_affiliation_string":"MIT Square,London,UK","institution_ids":[]},{"raw_affiliation_string":"MIT Square, London, UK","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109695463"],"corresponding_institution_ids":["https://openalex.org/I158949172"],"apc_list":null,"apc_paid":null,"fwci":0.7305,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68486915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"7","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9998000264167786,"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":0.9994000196456909,"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/computer-science","display_name":"Computer science","score":0.7411689758300781},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5618229508399963},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4057917892932892},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3960469663143158},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35002052783966064},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33080005645751953}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7411689758300781},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5618229508399963},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4057917892932892},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3960469663143158},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35002052783966064},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33080005645751953}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaic60265.2024.10433842","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icaic60265.2024.10433842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 3rd International Conference on AI in Cybersecurity (ICAIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1765349731","https://openalex.org/W1966741850","https://openalex.org/W1967841763","https://openalex.org/W2064675550","https://openalex.org/W2099940443","https://openalex.org/W2150341604","https://openalex.org/W2157375374","https://openalex.org/W2190286163","https://openalex.org/W2320204756","https://openalex.org/W2524561453","https://openalex.org/W2534651220","https://openalex.org/W2625935159","https://openalex.org/W2779627157","https://openalex.org/W2783499216","https://openalex.org/W2787538540","https://openalex.org/W2793336985","https://openalex.org/W2800445785","https://openalex.org/W2900583589","https://openalex.org/W2913334908","https://openalex.org/W2944306435","https://openalex.org/W3015534721","https://openalex.org/W3022651159","https://openalex.org/W3022956672","https://openalex.org/W3094686023","https://openalex.org/W3098892741","https://openalex.org/W3110204761","https://openalex.org/W3113075730","https://openalex.org/W3158550558","https://openalex.org/W3176551042","https://openalex.org/W3184930951","https://openalex.org/W3195446130","https://openalex.org/W4220762966","https://openalex.org/W4226126799","https://openalex.org/W4283375480","https://openalex.org/W4312847977","https://openalex.org/W4319996419","https://openalex.org/W4381734647","https://openalex.org/W6748384357"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W4321369474","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"The":[0,27,165],"growth":[1],"of":[2,24,29,38,54,83,153,167,180,223,259,267,277],"the":[3,19,25,36,65,84,102,121,144,154,220,232,257,265],"Internet":[4,91],"has":[5],"aroused":[6],"people\u2019s":[7],"attention":[8],"toward":[9],"network":[10,14],"security.":[11,92],"A":[12,150,238],"secure":[13],"environment":[15],"is":[16,94,134,160],"fundamental":[17],"for":[18,176,280],"expeditious":[20],"and":[21,59,78,101,115,129,204,235,255],"impeccable":[22],"development":[23],"Internet.":[26],"majority":[28],"internet-based":[30],"tasks":[31],"can":[32,60,242],"be":[33,243],"completed":[34],"with":[35,70],"help":[37],"a":[39,74,274],"web":[40,44,171,192,212,228],"browser.":[41,123],"Although":[42],"many":[43],"applications":[45],"add":[46],"browser":[47,157,172,182,193,213,282],"extensions":[48,56,69,112,173,194,214],"to":[49,89,97,119,131,136,142,209,249],"improve":[50],"their":[51,98],"functionality,":[52],"some":[53],"these":[55,110,148],"are":[57,113,174,187,215],"malicious":[58,71,111,168,181,191,211,224,281],"access":[61],"sensitive":[62],"data":[63],"without":[64],"user\u2019s":[66],"knowledge.":[67],"Browser":[68],"intent":[72],"present":[73],"growing":[75],"security":[76],"concern":[77],"have":[79],"quickly":[80],"become":[81],"one":[82],"most":[85],"prevalent":[86],"methods":[87,203],"used":[88],"compromise":[90,120],"This":[93,124,217],"largely":[95],"due":[96],"widespread":[99],"usage":[100],"extensive":[103],"privileges":[104],"they":[105],"possess.":[106],"After":[107],"being":[108],"installed,":[109],"executed":[114],"make":[116],"an":[117,139],"attempt":[118],"victim\u2019s":[122],"makes":[125],"them":[126],"particularly":[127],"elusive":[128],"challenging":[130],"combat.":[132],"It":[133],"crucial":[135],"promptly":[137],"develop":[138],"effective":[140],"strategy":[141],"address":[143],"threats":[145,234,251],"posed":[146],"by":[147,263],"extensions.":[149],"comprehensive":[151],"review":[152],"research":[155],"on":[156,184],"extension":[158,183],"vulnerabilities":[159],"presented":[161],"in":[162,170,226],"this":[163,271],"paper.":[164],"role":[166],"links":[169],"examined":[175],"several":[177],"attacks.":[178],"Detection":[179],"various":[185,278],"aspects":[186],"represented":[188],"namely":[189],"Intrusion":[190,197],"detection":[195,202,225],"using":[196],"detection,":[198],"Machine":[199],"learning":[200,206],"based":[201,207],"Deep":[205],"techniques":[208],"mitigate":[210],"examined.":[216],"study":[218],"investigates":[219],"critical":[221],"function":[222],"protecting":[227],"browsers,":[229],"looking":[230],"at":[231],"changing":[233],"risk-reduction":[236],"tactics.":[237],"robust":[239],"cybersecurity":[240],"frameworks":[241],"created":[244],"that":[245],"not":[246],"only":[247],"respond":[248],"known":[250],"but":[252],"also":[253],"anticipate":[254],"thwart":[256],"strategies":[258],"future":[260],"cyber":[261],"adversaries":[262],"realizing":[264],"significance":[266],"proactive":[268],"detection.":[269],"Thus":[270],"survey":[272],"provides":[273],"detailed":[275],"comparison":[276],"solutions":[279],"extension.":[283]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
