{"id":"https://openalex.org/W4323824534","doi":"https://doi.org/10.1109/iceic57457.2023.10049883","title":"Hardware Design of Intrusion Detection System for Automotive CAN Bus Using Random Forest","display_name":"Hardware Design of Intrusion Detection System for Automotive CAN Bus Using Random Forest","publication_year":2023,"publication_date":"2023-02-05","ids":{"openalex":"https://openalex.org/W4323824534","doi":"https://doi.org/10.1109/iceic57457.2023.10049883"},"language":"en","primary_location":{"id":"doi:10.1109/iceic57457.2023.10049883","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iceic57457.2023.10049883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electronics, Information, and Communication (ICEIC)","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/A5041607204","display_name":"Daegi Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Daegi Lee","raw_affiliation_strings":["Soongsil University,Republic of Korea","Soongsil University, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Soongsil University,Republic of Korea","institution_ids":["https://openalex.org/I141371507"]},{"raw_affiliation_string":"Soongsil University, Republic of Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075092688","display_name":"Changseon Han","orcid":null},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Changseon Han","raw_affiliation_strings":["Soongsil University,Seoul,Korea","Soongsil University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Soongsil University,Seoul,Korea","institution_ids":["https://openalex.org/I141371507"]},{"raw_affiliation_string":"Soongsil University, Seoul, Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101569498","display_name":"Seongsoo Lee","orcid":"https://orcid.org/0000-0002-3407-6236"},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seongsoo Lee","raw_affiliation_strings":["Soongsil University,Seoul,Korea","Soongsil University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Soongsil University,Seoul,Korea","institution_ids":["https://openalex.org/I141371507"]},{"raw_affiliation_string":"Soongsil University, Seoul, Korea","institution_ids":["https://openalex.org/I141371507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041607204"],"corresponding_institution_ids":["https://openalex.org/I141371507"],"apc_list":null,"apc_paid":null,"fwci":0.4024,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58037255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9995999932289124,"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":0.9995999932289124,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9950000047683716,"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/can-bus","display_name":"CAN bus","score":0.8528088927268982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7418778538703918},{"id":"https://openalex.org/keywords/spoofing-attack","display_name":"Spoofing attack","score":0.7284239530563354},{"id":"https://openalex.org/keywords/modelsim","display_name":"ModelSim","score":0.7162482738494873},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6264366507530212},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5631119012832642},{"id":"https://openalex.org/keywords/control-bus","display_name":"Control bus","score":0.4869064390659332},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4860253930091858},{"id":"https://openalex.org/keywords/system-bus","display_name":"System bus","score":0.46335768699645996},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.44874849915504456},{"id":"https://openalex.org/keywords/automotive-electronics","display_name":"Automotive electronics","score":0.42280787229537964},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39672189950942993},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3891311585903168},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.37835973501205444},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24443396925926208},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.22271335124969482},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15357869863510132}],"concepts":[{"id":"https://openalex.org/C201762086","wikidata":"https://www.wikidata.org/wiki/Q728183","display_name":"CAN bus","level":2,"score":0.8528088927268982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7418778538703918},{"id":"https://openalex.org/C167900197","wikidata":"https://www.wikidata.org/wiki/Q11081100","display_name":"Spoofing attack","level":2,"score":0.7284239530563354},{"id":"https://openalex.org/C2778571676","wikidata":"https://www.wikidata.org/wiki/Q3317826","display_name":"ModelSim","level":4,"score":0.7162482738494873},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6264366507530212},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5631119012832642},{"id":"https://openalex.org/C203315745","wikidata":"https://www.wikidata.org/wiki/Q2235486","display_name":"Control bus","level":3,"score":0.4869064390659332},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4860253930091858},{"id":"https://openalex.org/C136321198","wikidata":"https://www.wikidata.org/wiki/Q2377054","display_name":"System bus","level":2,"score":0.46335768699645996},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.44874849915504456},{"id":"https://openalex.org/C2778520156","wikidata":"https://www.wikidata.org/wiki/Q449343","display_name":"Automotive electronics","level":3,"score":0.42280787229537964},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39672189950942993},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3891311585903168},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.37835973501205444},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24443396925926208},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.22271335124969482},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15357869863510132},{"id":"https://openalex.org/C36941000","wikidata":"https://www.wikidata.org/wiki/Q209455","display_name":"VHDL","level":3,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceic57457.2023.10049883","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iceic57457.2023.10049883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electronics, Information, and Communication (ICEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2142889610","https://openalex.org/W2296701710","https://openalex.org/W2615625656","https://openalex.org/W2772709151","https://openalex.org/W2959120033","https://openalex.org/W2997010101","https://openalex.org/W6772302931","https://openalex.org/W6950685506"],"related_works":["https://openalex.org/W2379880603","https://openalex.org/W2559881466","https://openalex.org/W2614336368","https://openalex.org/W2354086613","https://openalex.org/W2072822197","https://openalex.org/W2388085031","https://openalex.org/W2241256031","https://openalex.org/W2367900275","https://openalex.org/W2371647501","https://openalex.org/W2373349544"],"abstract_inverted_index":{"Controller":[0],"area":[1],"network":[2],"(CAN)":[3],"bus":[4],"is":[5,29],"a":[6,15,25],"reliable":[7],"protocol":[8],"that":[9],"connects":[10],"electronic":[11],"control":[12,21],"units":[13],"in":[14,79],"vehicle":[16],"to":[17],"send":[18],"and":[19,59,90,102,107],"receive":[20],"data":[22,54],"for":[23],"driving":[24],"vehicle.":[26],"However,":[27],"CAN-bus":[28],"quite":[30],"weak":[31],"against":[32],"external":[33],"attacks":[34],"since":[35],"it":[36,94],"was":[37],"not":[38],"designed":[39,106],"considering":[40],"cybersecurity.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45],"propose":[46],"an":[47],"intrusion":[48],"detection":[49],"system":[50,77],"(IDS).":[51],"It":[52],"monitors":[53],"frames":[55],"on":[56],"CAN":[57,97],"bus,":[58],"detects":[60],"spoofing":[61],"attack":[62],"using":[63],"random":[64],"forest,":[65],"one":[66],"of":[67],"the":[68,80,87,96],"machine":[69],"learning":[70],"techniques.":[71],"When":[72],"combined":[73],"with":[74,109],"node":[75,89],"exclusion":[76],"(NES)":[78],"previous":[81],"works,":[82],"IDS":[83,101],"can":[84,92],"effectively":[85],"detect":[86],"hacked":[88],"NES":[91,103],"exclude":[93],"from":[95],"bus.":[98],"The":[99],"proposed":[100],"have":[104],"been":[105],"verified":[108],"Modelsim":[110],"simulator.":[111]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
