{"id":"https://openalex.org/W4289824344","doi":"https://doi.org/10.1109/jiot.2022.3196282","title":"Ivycide: Smart Intrusion Detection System Against E-IoT Driver Threats","display_name":"Ivycide: Smart Intrusion Detection System Against E-IoT Driver Threats","publication_year":2022,"publication_date":"2022-08-04","ids":{"openalex":"https://openalex.org/W4289824344","doi":"https://doi.org/10.1109/jiot.2022.3196282"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2022.3196282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3196282","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5006520161","display_name":"Luis Puche Rondon","orcid":"https://orcid.org/0000-0002-6287-0787"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luis Puche Rondon","raw_affiliation_strings":["Cyber-Physical Systems Security Lab, Florida International University, Miami, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-6287-0787","affiliations":[{"raw_affiliation_string":"Cyber-Physical Systems Security Lab, Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085312553","display_name":"Leonardo Babun","orcid":"https://orcid.org/0000-0002-7082-8423"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leonardo Babun","raw_affiliation_strings":["Cyber-Physical Systems Security Lab, Florida International University, Miami, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-7082-8423","affiliations":[{"raw_affiliation_string":"Cyber-Physical Systems Security Lab, Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078506948","display_name":"Ahmet Ar\u0131\u015f","orcid":"https://orcid.org/0000-0003-4114-5321"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmet Aris","raw_affiliation_strings":["Cyber-Physical Systems Security Lab, Florida International University, Miami, FL, USA"],"raw_orcid":"https://orcid.org/0000-0003-4114-5321","affiliations":[{"raw_affiliation_string":"Cyber-Physical Systems Security Lab, Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078029373","display_name":"Kemal Akkaya","orcid":"https://orcid.org/0000-0002-7103-4545"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kemal Akkaya","raw_affiliation_strings":["Advanced Wireless and Security Lab, Florida International University, Miami, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-7103-4545","affiliations":[{"raw_affiliation_string":"Advanced Wireless and Security Lab, Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019145852","display_name":"A. Selcuk Uluagac","orcid":"https://orcid.org/0000-0002-9823-3464"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Selcuk Uluagac","raw_affiliation_strings":["Cyber-Physical Systems Security Lab, Florida International University, Miami, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-9823-3464","affiliations":[{"raw_affiliation_string":"Cyber-Physical Systems Security Lab, Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":0.9352,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7549577,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"10","issue":"10","first_page":"8533","last_page":"8546"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9991000294685364,"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":0.8011393547058105},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.7163399457931519},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.7121627926826477},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.631285548210144},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.619554877281189},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5332664251327515},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4700656831264496},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.41678714752197266},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3399953842163086},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3338013291358948},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2759220004081726},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.154409259557724},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.133896142244339}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8011393547058105},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.7163399457931519},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.7121627926826477},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.631285548210144},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.619554877281189},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5332664251327515},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4700656831264496},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.41678714752197266},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3399953842163086},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3338013291358948},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2759220004081726},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.154409259557724},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.133896142244339}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2022.3196282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3196282","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1660299269","display_name":null,"funder_award_id":"NSF-1663051","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4378915202","display_name":null,"funder_award_id":"NSF-CAREER CNS-1453647","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7809549505","display_name":null,"funder_award_id":"Award NSF-2219920","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320308943","display_name":"Microsoft Research","ror":"https://ror.org/00d0nc645"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2089160511","https://openalex.org/W2099480301","https://openalex.org/W2571907764","https://openalex.org/W2725542552","https://openalex.org/W2741887078","https://openalex.org/W2756723748","https://openalex.org/W2772679153","https://openalex.org/W2803246569","https://openalex.org/W2902326986","https://openalex.org/W2903163577","https://openalex.org/W2911505293","https://openalex.org/W2952730772","https://openalex.org/W2963012457","https://openalex.org/W2965568386","https://openalex.org/W2986445843","https://openalex.org/W2986455874","https://openalex.org/W2989857564","https://openalex.org/W2990216812","https://openalex.org/W2996181106","https://openalex.org/W3009367841","https://openalex.org/W3011238869","https://openalex.org/W3024476475","https://openalex.org/W3044372812","https://openalex.org/W3045912491","https://openalex.org/W3048191665","https://openalex.org/W3082765712","https://openalex.org/W3107397983","https://openalex.org/W3112111251","https://openalex.org/W3173923030","https://openalex.org/W3211097470","https://openalex.org/W4289559981","https://openalex.org/W4300788801","https://openalex.org/W4307752965","https://openalex.org/W4307755410","https://openalex.org/W6672900303","https://openalex.org/W6740133913","https://openalex.org/W6748246993","https://openalex.org/W6754979079","https://openalex.org/W6770439262"],"related_works":["https://openalex.org/W1484565796","https://openalex.org/W3043172660","https://openalex.org/W3026018975","https://openalex.org/W127772673","https://openalex.org/W2181326461","https://openalex.org/W2122154706","https://openalex.org/W4376486703","https://openalex.org/W2735927200","https://openalex.org/W4225146958","https://openalex.org/W2907194476"],"abstract_inverted_index":{"The":[0],"rise":[1],"of":[2,4,13,121,198,216,222],"Internet":[3,55],"Things":[5],"(IoT)":[6],"devices":[7,20,107],"has":[8],"led":[9],"to":[10,53,77,105,126,136,163,190,232],"the":[11,54,196,220,233],"proliferation":[12],"smart":[14,31],"environments":[15,52],"worldwide.":[16],"Although":[17],"commodity":[18],"IoT":[19,45,48],"are":[21,57],"employed":[22],"by":[23,63],"ordinary":[24],"end":[25],"users,":[26],"complex":[27],"environments,":[28],"such":[29,51],"as":[30,111,175],"buildings,":[32],"government,":[33],"or":[34,37,229],"private":[35],"offices,":[36],"conference":[38],"rooms":[39],"require":[40,69],"customized":[41],"and":[42,56,74,87,143,187,225],"highly":[43],"reliable":[44],"solutions.":[46],"Enterprise":[47],"(E-IoT)":[49],"connect":[50],"professionally":[58],"managed":[59],"solutions":[60],"usually":[61],"offered":[62],"dedicated":[64],"vendors":[65],"As":[66],"E-IoT":[67,81,100,109,145,151,166,171,182,203,235],"systems":[68,82],"specialized":[70],"training,":[71],"closed-source":[72],"software,":[73],"proprietary":[75],"equipment":[76],"deploy.":[78],"In":[79,94],"effect,":[80],"present":[83,117],"an":[84,92,112,129,170,181,213],"unprecedented,":[85],"under-researched,":[86],"unexplored":[88],"threat":[89],"vector":[90],"for":[91],"attacker.":[93],"this":[95],"work,":[96],"we":[97,154],"focus":[98],"on":[99],"drivers,":[101],"software":[102],"modules":[103],"used":[104,125,162],"integrate":[106],"into":[108],"systems,":[110],"attack":[113,224],"mechanism.":[114],"We":[115,194],"first":[116],"PoisonIvy,":[118],"a":[119,133,157,176,201],"series":[120],"generalized":[122],"proof-of-concept":[123],"attacks":[124],"demonstrate":[127],"that":[128,210],"attacker":[130],"can":[131],"use":[132],"malicious":[134],"driver":[135],"perform":[137],"denial-of-service":[138],"attacks,":[139],"gain":[140],"remote":[141],"control,":[142],"abuse":[144],"system":[146,161,179,183],"resources.":[147],"To":[148],"defend":[149],"against":[150],"driver-based":[152],"threats,":[153],"introduce":[155],"Ivycide,":[156],"novel":[158],"intrusion":[159],"detection":[160],"detect":[164,191],"unexpected":[165],"network":[167],"traffic":[168],"from":[169],"system.":[172],"Ivycide":[173,199,211],"operates":[174,226],"passive":[177],"monitoring":[178],"within":[180],"using":[184],"machine":[185],"learning":[186],"signature-based":[188],"classification":[189],"Poisonivy":[192,223],"attacks.":[193],"evaluated":[195],"performance":[197],"in":[200,218],"realistic":[202],"deployment.":[204],"Our":[205],"detailed":[206],"evaluation":[207],"results":[208],"show":[209],"achieves":[212],"average":[214],"accuracy":[215],"97%":[217],"classifying":[219],"type":[221],"without":[227],"modifications":[228],"operational":[230],"overhead":[231],"existing":[234],"systems.":[236]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
