{"id":"https://openalex.org/W7127593964","doi":"https://doi.org/10.1109/ccnc65079.2026.11366543","title":"Lightweight IoT Device Fingerprinting Approach using Locality-Sensitive Hashing","display_name":"Lightweight IoT Device Fingerprinting Approach using Locality-Sensitive Hashing","publication_year":2026,"publication_date":"2026-01-09","ids":{"openalex":"https://openalex.org/W7127593964","doi":"https://doi.org/10.1109/ccnc65079.2026.11366543"},"language":null,"primary_location":{"id":"doi:10.1109/ccnc65079.2026.11366543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc65079.2026.11366543","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd Consumer Communications &amp;amp; Networking Conference (CCNC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5092475871","display_name":"Roya Taheri","orcid":null},"institutions":[{"id":"https://openalex.org/I134113660","display_name":"University of Nevada, Reno","ror":"https://ror.org/01keh0577","country_code":"US","type":"education","lineage":["https://openalex.org/I134113660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roya Taheri","raw_affiliation_strings":["University of Nevada,Department of Computer Science and Engineering,Reno,NV,USA,89557"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nevada,Department of Computer Science and Engineering,Reno,NV,USA,89557","institution_ids":["https://openalex.org/I134113660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065553357","display_name":"Ehsan Saeedizade","orcid":"https://orcid.org/0000-0002-8455-8313"},"institutions":[{"id":"https://openalex.org/I134113660","display_name":"University of Nevada, Reno","ror":"https://ror.org/01keh0577","country_code":"US","type":"education","lineage":["https://openalex.org/I134113660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ehsan Saeedizade","raw_affiliation_strings":["University of Nevada,Department of Computer Science and Engineering,Reno,NV,USA,89557"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nevada,Department of Computer Science and Engineering,Reno,NV,USA,89557","institution_ids":["https://openalex.org/I134113660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5125094179","display_name":"Shamik Sengupta","orcid":null},"institutions":[{"id":"https://openalex.org/I134113660","display_name":"University of Nevada, Reno","ror":"https://ror.org/01keh0577","country_code":"US","type":"education","lineage":["https://openalex.org/I134113660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shamik Sengupta","raw_affiliation_strings":["University of Nevada,Department of Computer Science and Engineering,Reno,NV,USA,89557"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nevada,Department of Computer Science and Engineering,Reno,NV,USA,89557","institution_ids":["https://openalex.org/I134113660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I134113660"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11041068,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.5519999861717224,"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"}},"topics":[{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.5519999861717224,"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"}},{"id":"https://openalex.org/T11498","display_name":"Security in Wireless Sensor Networks","score":0.08420000225305557,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.042399998754262924,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/overhead","display_name":"Overhead (engineering)","score":0.66839998960495},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.650600016117096},{"id":"https://openalex.org/keywords/payload","display_name":"Payload (computing)","score":0.6460000276565552},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.6116999983787537},{"id":"https://openalex.org/keywords/deep-packet-inspection","display_name":"Deep packet inspection","score":0.5095000267028809},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4950000047683716},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4334000051021576},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.36550000309944153}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8295999765396118},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.66839998960495},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.650600016117096},{"id":"https://openalex.org/C134066672","wikidata":"https://www.wikidata.org/wiki/Q1424639","display_name":"Payload (computing)","level":3,"score":0.6460000276565552},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6207000017166138},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.6116999983787537},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.5095000267028809},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4950000047683716},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4334000051021576},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3675000071525574},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.36550000309944153},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.36390000581741333},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.3598000109195709},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35929998755455017},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.3337000012397766},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3093000054359436},{"id":"https://openalex.org/C157172786","wikidata":"https://www.wikidata.org/wiki/Q185235","display_name":"MD5","level":3,"score":0.3019999861717224},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.2935999929904938},{"id":"https://openalex.org/C2781317605","wikidata":"https://www.wikidata.org/wiki/Q7832483","display_name":"Traffic analysis","level":2,"score":0.287200003862381},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.28110000491142273},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.27900001406669617},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.25760000944137573},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2533000111579895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccnc65079.2026.11366543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc65079.2026.11366543","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd Consumer Communications &amp;amp; Networking Conference (CCNC)","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":5,"referenced_works":["https://openalex.org/W2574448563","https://openalex.org/W2907410281","https://openalex.org/W2921669466","https://openalex.org/W3046098070","https://openalex.org/W3096708903"],"related_works":[],"abstract_inverted_index":{"The":[0],"resource":[1],"constraints":[2],"of":[3,5,12,61],"Internet":[4],"Things":[6],"(IoT)":[7],"devices":[8,25],"limit":[9],"the":[10,59,67],"use":[11],"heavy":[13],"security":[14],"mechanisms,":[15],"which":[16],"leaves":[17],"them":[18],"more":[19],"exposed":[20],"to":[21,78],"cyberattacks.":[22],"Detecting":[23],"malicious":[24],"from":[26,48],"network":[27],"traffic":[28],"is":[29],"therefore":[30],"critical.":[31],"This":[32],"paper":[33],"proposes":[34],"a":[35],"lightweight":[36],"fingerprinting":[37],"method":[38],"based":[39],"on":[40,66],"locality-sensitive":[41],"hashing":[42],"(LSH)":[43],"that":[44,73],"builds":[45],"device-specific":[46],"signatures":[47],"combined":[49,74],"packet":[50,63],"headers":[51,75],"rather":[52],"than":[53],"payloads,":[54],"avoiding":[55],"payload":[56],"variability":[57],"and":[58,69,80],"overhead":[60],"full":[62],"processing.":[64,96],"Experiments":[65],"LSIF":[68],"IoTSentinel":[70],"datasets":[71],"show":[72],"reach":[76],"up":[77],"99.3%":[79],"95.8%":[81],"accuracy,":[82],"respectively,":[83],"outperforming":[84],"payload-based":[85],"methods,":[86],"while":[87],"reducing":[88],"processing":[89],"time,":[90],"making":[91],"it":[92],"suitable":[93],"for":[94],"real-time":[95]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-02-06T00:00:00"}
