{"id":"https://openalex.org/W4298201225","doi":"https://doi.org/10.5281/zenodo.7132900","title":"ANALYSIS OF MACHINE LEARNING CLASSIFICATION TECHNIQUES FOR IOT ATTACK VECTORS","display_name":"ANALYSIS OF MACHINE LEARNING CLASSIFICATION TECHNIQUES FOR IOT ATTACK VECTORS","publication_year":2022,"publication_date":"2022-09-30","ids":{"openalex":"https://openalex.org/W4298201225","doi":"https://doi.org/10.5281/zenodo.7132900"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:7132901","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/7132901","pdf_url":"https://zenodo.org/record/7132901","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"17(09) 1995-2008","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/7132901","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019915976","display_name":"Geetanjali Surange","orcid":"https://orcid.org/0000-0002-9097-3740","observed_orcids":["https://orcid.org/0000-0002-9097-3740"]},"institutions":[{"id":"https://openalex.org/I191366470","display_name":"ITM University","ror":"https://ror.org/004pc5924","country_code":"IN","type":"education","lineage":["https://openalex.org/I191366470"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"GEETANJALI SURANGE","raw_affiliation_strings":["Research Scholar, Department of Computer Science and Applications, ITM University Gwalior"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Scholar, Department of Computer Science and Applications, ITM University Gwalior","institution_ids":["https://openalex.org/I191366470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001518831","display_name":"Pallavi Khatri","orcid":"https://orcid.org/0000-0003-3934-9421","observed_orcids":["https://orcid.org/0000-0003-3934-9421"]},"institutions":[{"id":"https://openalex.org/I191366470","display_name":"ITM University","ror":"https://ror.org/004pc5924","country_code":"IN","type":"education","lineage":["https://openalex.org/I191366470"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"PALLAVI KHATRI","raw_affiliation_strings":["Professor, Department of Computer Science and Applications, ITM University Gwalior"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professor, Department of Computer Science and Applications, ITM University Gwalior","institution_ids":["https://openalex.org/I191366470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I191366470"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9829000234603882,"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":0.9829000234603882,"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/T13038","display_name":"Internet of Things and AI","score":0.008299999870359898,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.0019000000320374966,"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/iot-security","display_name":"Internet of Things security","score":0.9729999899864197},{"id":"https://openalex.org/keywords/attack-detection","display_name":"attack detection","score":0.7409999966621399},{"id":"https://openalex.org/keywords/machine-learning-classification","display_name":"machine learning classification","score":0.699999988079071},{"id":"https://openalex.org/keywords/backdoor-attacks","display_name":"backdoor attacks","score":0.7459999918937683},{"id":"https://openalex.org/keywords/password-attacks","display_name":"password attacks","score":0.9039999842643738},{"id":"https://openalex.org/keywords/cross-site-scripting","display_name":"cross-site scripting","score":0.8880000114440918},{"id":"https://openalex.org/keywords/ransomware","display_name":"ransomware","score":0.9890000224113464},{"id":"https://openalex.org/keywords/ddos-attacks","display_name":"DDoS attacks","score":0.8410000205039978},{"id":"https://openalex.org/keywords/sql-injection","display_name":"SQL injection","score":0.9990000128746033},{"id":"https://openalex.org/keywords/malware-detection","display_name":"malware detection","score":0.6759999990463257},{"id":"https://openalex.org/keywords/open-source-dataset","display_name":"open-source dataset","score":0.5049999952316284},{"id":"https://openalex.org/keywords/algorithm-comparison","display_name":"algorithm comparison","score":0.7360000014305115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6754705309867859},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5466353297233582},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5101957321166992},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5020854473114014},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.321213960647583}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:zenodo.org:7132901","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/7132901","pdf_url":"https://zenodo.org/record/7132901","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"17(09) 1995-2008","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.5281/zenodo.7132900","doi":"https://doi.org/10.5281/zenodo.7132900","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.7132900","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"doi:10.5281/zenodo.7132901","doi":"https://doi.org/10.5281/zenodo.7132901","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.7132901","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:7132901","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/7132901","pdf_url":"https://zenodo.org/record/7132901","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"17(09) 1995-2008","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4298201225.pdf","grobid_xml":"https://content.openalex.org/works/W4298201225.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2526236008"],"related_works":["https://openalex.org/W4285248341","https://openalex.org/W4390691404","https://openalex.org/W4407434117","https://openalex.org/W2999538200","https://openalex.org/W4393275683","https://openalex.org/W3130749241","https://openalex.org/W4412093281","https://openalex.org/W4409060151","https://openalex.org/W4401453382","https://openalex.org/W7008115032"],"abstract_inverted_index":{"Abstract:":[0],"Internet":[1],"of":[2,40,48,61,69,136,143,150,157,176,180,189,208,216,218],"Things":[3],"(IoT)":[4],"revolution":[5],"has":[6,29],"challenged":[7],"IoT":[8,19,41,53,74,109,127,170],"security":[9,38],"architects":[10],"to":[11,32,36,203],"great":[12],"extent":[13],"by":[14],"exploiting":[15,130],"the":[16,46,108,122,158,181,204,214],"entire":[17],"layered":[18],"architecture":[20],"as":[21,78,92,111,113],"attack":[22,49,80,89,124],"surface":[23,81],"for":[24,58,82,155,167,187],"different":[25,169,219],"cyber-attacks.":[26],"Rather":[27],"it":[28],"become":[30],"easier":[31],"execute":[33],"attacks":[34,70,137,177],"due":[35],"non-standardized":[37],"architectures":[39],"technologies.":[42],"This":[43,119],"study":[44,198],"reviews":[45],"possibilities":[47],"surfaces":[50],"available":[51],"in":[52,71,134,139,206],"ecosystem":[54,128],"and":[55,129,162,173,195],"techniques":[56,133],"used":[57,77,186],"early":[59],"detection":[60,135],"malware":[62],"or":[63],"attacks.":[64],"There":[65],"are":[66,191],"a":[67],"number":[68],"which":[72,105],"an":[73,79],"device":[75,171],"is":[76,153,165],"attacking":[83],"some":[84],"other":[85,114],"system":[86,110],"resource":[87],"including":[88],"vectors":[90],"such":[91],"backdoor,":[93],"password":[94],"attacks,":[95],"cross":[96],"site":[97],"scripting,":[98],"ransomware,":[99],"DDos,":[100],"SQL":[101],"injection,":[102],"scanning,":[103],"spying":[104],"can":[106],"infect":[107],"well":[112,138],"paired":[115],"devices":[116],"through":[117,126],"it.":[118],"work":[120],"studies":[121],"possible":[123],"types":[125,172,175],"machine":[131,144,151,209],"learning":[132,145,152,210],"time.":[140],"A":[141],"set":[142],"algorithm":[146],"from":[147],"each":[148,179],"family":[149],"evaluated":[154],"one":[156],"open-source":[159],"data":[160],"sets":[161],"their":[163],"performance":[164,184,207],"compared":[166],"seven":[168],"eight":[174],"on":[178,213],"devices.":[182],"The":[183,197],"metrics":[185],"evaluation":[188],"algorithms":[190,211],"recall,":[192],"precision,":[193],"F-score":[194],"accuracy.":[196],"also":[199],"presents":[200],"issues":[201],"related":[202],"variation":[205],"based":[212],"composition":[215],"attributes":[217],"types.":[220]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-10-01T00:00:00"}