{"id":"https://openalex.org/W2902058518","doi":"https://doi.org/10.1109/icacci.2018.8554647","title":"Chrome Extension For Malicious URLs detection in Social Media Applications Using Artificial Neural Networks And Long Short Term Memory Networks","display_name":"Chrome Extension For Malicious URLs detection in Social Media Applications Using Artificial Neural Networks And Long Short Term Memory Networks","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2902058518","doi":"https://doi.org/10.1109/icacci.2018.8554647","mag":"2902058518"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2018.8554647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2018.8554647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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/A5069632997","display_name":"Saumya Shivangi","orcid":null},"institutions":[{"id":"https://openalex.org/I196608512","display_name":"PES University","ror":"https://ror.org/05m169e78","country_code":"IN","type":"education","lineage":["https://openalex.org/I196608512"]},{"id":"https://openalex.org/I3131484930","display_name":"National Institute of Technology Nagaland","ror":"https://ror.org/04cbvzp68","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131484930"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"S. Shivangi","raw_affiliation_strings":["Computer Science and Engineering, PES Institute of Technology, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, PES Institute of Technology, Bangalore, India","institution_ids":["https://openalex.org/I3131484930","https://openalex.org/I196608512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041663098","display_name":"Pratyush Debnath","orcid":null},"institutions":[{"id":"https://openalex.org/I196608512","display_name":"PES University","ror":"https://ror.org/05m169e78","country_code":"IN","type":"education","lineage":["https://openalex.org/I196608512"]},{"id":"https://openalex.org/I3131484930","display_name":"National Institute of Technology Nagaland","ror":"https://ror.org/04cbvzp68","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131484930"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pratyush Debnath","raw_affiliation_strings":["Computer Science and Engineering, PES Institute of Technology, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, PES Institute of Technology, Bangalore, India","institution_ids":["https://openalex.org/I3131484930","https://openalex.org/I196608512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003397834","display_name":"K. V. Sajeevan","orcid":null},"institutions":[{"id":"https://openalex.org/I196608512","display_name":"PES University","ror":"https://ror.org/05m169e78","country_code":"IN","type":"education","lineage":["https://openalex.org/I196608512"]},{"id":"https://openalex.org/I3131484930","display_name":"National Institute of Technology Nagaland","ror":"https://ror.org/04cbvzp68","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131484930"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Sajeevan","raw_affiliation_strings":["Computer Science and Engineering, PES Institute of Technology, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, PES Institute of Technology, Bangalore, India","institution_ids":["https://openalex.org/I3131484930","https://openalex.org/I196608512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008121486","display_name":"D. Annapurna","orcid":null},"institutions":[{"id":"https://openalex.org/I3131484930","display_name":"National Institute of Technology Nagaland","ror":"https://ror.org/04cbvzp68","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131484930"]},{"id":"https://openalex.org/I196608512","display_name":"PES University","ror":"https://ror.org/05m169e78","country_code":"IN","type":"education","lineage":["https://openalex.org/I196608512"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Annapurna","raw_affiliation_strings":["Information Science and Engineering, PES Institute of Technology, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Information Science and Engineering, PES Institute of Technology, Bangalore, India","institution_ids":["https://openalex.org/I3131484930","https://openalex.org/I196608512"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069632997"],"corresponding_institution_ids":["https://openalex.org/I196608512","https://openalex.org/I3131484930"],"apc_list":null,"apc_paid":null,"fwci":1.5707,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.88538663,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1993","last_page":"1997"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9972000122070312,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9965999722480774,"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/computer-science","display_name":"Computer science","score":0.7475523948669434},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.7174291014671326},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"Long short term memory","score":0.7013638019561768},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6586623787879944},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.616921603679657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42441338300704956},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.2858876585960388},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07529625296592712}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7475523948669434},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.7174291014671326},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.7013638019561768},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6586623787879944},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.616921603679657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42441338300704956},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.2858876585960388},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07529625296592712},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2018.8554647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2018.8554647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1573258035","https://openalex.org/W2053774863","https://openalex.org/W2095705004","https://openalex.org/W2117332520","https://openalex.org/W2121001699","https://openalex.org/W2143612262","https://openalex.org/W2250539671","https://openalex.org/W2293634267","https://openalex.org/W2398757235","https://openalex.org/W2407789839","https://openalex.org/W2580641941","https://openalex.org/W2787538540","https://openalex.org/W2915384871","https://openalex.org/W2963067130","https://openalex.org/W6674330103","https://openalex.org/W6696934422","https://openalex.org/W6713944591"],"related_works":["https://openalex.org/W2075768550","https://openalex.org/W3022218857","https://openalex.org/W2369178846","https://openalex.org/W2370289839","https://openalex.org/W2082716031","https://openalex.org/W2933494595","https://openalex.org/W4313347705","https://openalex.org/W1568049691","https://openalex.org/W1590096425","https://openalex.org/W2581850242"],"abstract_inverted_index":{"Social":[0],"media":[1,39,49,201],"applications":[2,50],"have":[3,61],"become":[4],"an":[5],"integral":[6],"part":[7],"of":[8,20,66,71,73,111,116,123,164,172,186,222],"our":[9],"life,":[10],"business":[11],"and":[12,22,41,81,94,113,141,153,188,195,218,232],"society":[13],"today.":[14],"Due":[15],"to":[16,32,43,54,84,108,177,181,216],"their":[17,45,203],"increasing":[18],"number":[19],"users":[21,77,127,180],"growing":[23],"popularity,":[24],"many":[25],"organisations":[26],"use":[27,37],"them":[28,143,208],"as":[29,133,202],"a":[30,97,109,130,134,161,184],"medium":[31,205],"generate":[33],"income.":[34],"The":[35,169,210,226],"businesses":[36],"social":[38,48,196,200],"analytics":[40],"advertisements":[42],"increase":[44],"revenue.":[46],"Although":[47],"were":[51],"initially":[52],"built":[53],"connect":[55],"people":[56],"across":[57],"the":[58,67,85,100,105,117,121,173,179,238],"globe,":[59],"they":[60],"now":[62],"turned":[63],"into":[64],"one":[65],"most":[68],"favoured":[69],"ways":[70],"propagation":[72],"cyber":[74,79],"crimes.":[75],"Most":[76],"lack":[78],"awareness":[80],"fall":[82],"prey":[83],"malicious":[86,101,124,187,192],"activities":[87,190],"distributed":[88],"via":[89],"Uniform":[90],"Resource":[91],"Locators":[92],"(URLs)":[93],"advertisements.":[95],"When":[96],"user":[98],"visits":[99],"URL,":[102],"it":[103],"makes":[104],"hackers":[106],"privy":[107],"lot":[110],"personal":[112],"sensitive":[114],"information":[115],"user.":[118],"To":[119],"overcome":[120],"problem":[122],"URLs":[125,140],"victimising":[126],"we":[128],"propose":[129],"tool":[131],"deployed":[132],"chrome":[135],"extension.":[136],"This":[137],"tool,":[138],"analyses":[139],"classifies":[142],"using":[144],"two":[145],"different":[146],"neural":[147],"networks,":[148],"Artificial":[149],"Neural":[150,166],"Networks":[151],"(ANN)":[152],"Long":[154],"Short-Term":[155],"Memory":[156],"(LSTM)":[157],"networks":[158],"which":[159],"is":[160,176,213],"specific":[162],"type":[163],"Recurrent":[165],"Network":[167],"(RNN).":[168],"major":[170],"objective":[171],"proposed":[174,212,227],"model":[175,211,228],"aid":[178],"avoid":[182],"becoming":[183],"victim":[185],"fraudulent":[189],"like":[191],"URLs,":[193],"phishing":[194],"engineering":[197],"that":[198],"favour":[199],"target":[204],"by":[206,237],"detecting":[207],"accurately.":[209],"scalable,":[214],"easy":[215],"train":[217],"compatible":[219],"with":[220],"devices":[221],"varied":[223],"hardware":[224],"specifications.":[225],"gives":[229],"excellent":[230],"accuracy":[231],"overcomes":[233],"several":[234],"issues":[235],"faced":[236],"existing":[239],"systems.":[240]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
