{"id":"https://openalex.org/W4385252409","doi":"https://doi.org/10.1109/lanman58293.2023.10189810","title":"Locality Sensitive Hashing for Network Traffic Fingerprinting","display_name":"Locality Sensitive Hashing for Network Traffic Fingerprinting","publication_year":2023,"publication_date":"2023-07-10","ids":{"openalex":"https://openalex.org/W4385252409","doi":"https://doi.org/10.1109/lanman58293.2023.10189810"},"language":"en","primary_location":{"id":"doi:10.1109/lanman58293.2023.10189810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lanman58293.2023.10189810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 29th International Symposium on Local and Metropolitan Area Networks (LANMAN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2402.08063","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5118115574","display_name":"Nowfel Mashnoor","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":"Nowfel Mashnoor","raw_affiliation_strings":["University of Nevada,Department of Computer Science and Engineering,Reno,USA","Department of Computer Science and Engineering, University of Nevada, Reno, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nevada,Department of Computer Science and Engineering,Reno,USA","institution_ids":["https://openalex.org/I134113660"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Nevada, Reno, USA","institution_ids":["https://openalex.org/I134113660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073776247","display_name":"Jay Thom","orcid":"https://orcid.org/0000-0001-9035-8767"},"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":"Jay Thom","raw_affiliation_strings":["University of Nevada,Department of Computer Science and Engineering,Reno,USA","Department of Computer Science and Engineering, University of Nevada, Reno, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nevada,Department of Computer Science and Engineering,Reno,USA","institution_ids":["https://openalex.org/I134113660"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Nevada, Reno, USA","institution_ids":["https://openalex.org/I134113660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092541282","display_name":"Abdur Rouf","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":"Abdur Rouf","raw_affiliation_strings":["University of Nevada,Department of Computer Science and Engineering,Reno,USA","Department of Computer Science and Engineering, University of Nevada, Reno, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nevada,Department of Computer Science and Engineering,Reno,USA","institution_ids":["https://openalex.org/I134113660"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Nevada, Reno, USA","institution_ids":["https://openalex.org/I134113660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100748436","display_name":"Shamik Sengupta","orcid":"https://orcid.org/0000-0002-2019-8056"},"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,USA","Department of Computer Science and Engineering, University of Nevada, Reno, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nevada,Department of Computer Science and Engineering,Reno,USA","institution_ids":["https://openalex.org/I134113660"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Nevada, Reno, USA","institution_ids":["https://openalex.org/I134113660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039466682","display_name":"Batyr Charyyev","orcid":"https://orcid.org/0000-0001-6213-2242"},"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":"Batyr Charyyev","raw_affiliation_strings":["University of Nevada,Department of Computer Science and Engineering,Reno,USA","Department of Computer Science and Engineering, University of Nevada, Reno, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nevada,Department of Computer Science and Engineering,Reno,USA","institution_ids":["https://openalex.org/I134113660"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Nevada, Reno, USA","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":1.4513,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.79706493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998999834060669,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.794705331325531},{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.7491660714149475},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.5874337553977966},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.5196812748908997},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5098692178726196},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.501554012298584},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4483371078968048},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.44664132595062256},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.4105139374732971},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30655014514923096},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3005322217941284},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.25622087717056274},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.21642476320266724},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.16157996654510498}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.794705331325531},{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.7491660714149475},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.5874337553977966},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.5196812748908997},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5098692178726196},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.501554012298584},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4483371078968048},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.44664132595062256},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.4105139374732971},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30655014514923096},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3005322217941284},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25622087717056274},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.21642476320266724},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.16157996654510498},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lanman58293.2023.10189810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lanman58293.2023.10189810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 29th International Symposium on Local and Metropolitan Area Networks (LANMAN)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2402.08063","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.08063","pdf_url":"https://arxiv.org/pdf/2402.08063","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2402.08063","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.08063","pdf_url":"https://arxiv.org/pdf/2402.08063","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385252409.pdf","grobid_xml":"https://content.openalex.org/works/W4385252409.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W188174107","https://openalex.org/W1579534339","https://openalex.org/W1903475879","https://openalex.org/W1978973474","https://openalex.org/W2164523872","https://openalex.org/W2171790913","https://openalex.org/W2520938204","https://openalex.org/W2574448563","https://openalex.org/W2730209706","https://openalex.org/W2789476567","https://openalex.org/W2799758613","https://openalex.org/W2883479305","https://openalex.org/W2900235511","https://openalex.org/W2903781571","https://openalex.org/W2912944782","https://openalex.org/W2921669466","https://openalex.org/W2928689123","https://openalex.org/W2941095394","https://openalex.org/W2944968054","https://openalex.org/W2955014922","https://openalex.org/W2956839102","https://openalex.org/W2960741711","https://openalex.org/W2961816263","https://openalex.org/W2963197901","https://openalex.org/W2963879194","https://openalex.org/W2967569942","https://openalex.org/W2978069640","https://openalex.org/W3007562398","https://openalex.org/W3045912491","https://openalex.org/W3046098070","https://openalex.org/W3048638183","https://openalex.org/W3091056778","https://openalex.org/W3091906126","https://openalex.org/W3096708903","https://openalex.org/W3122864121","https://openalex.org/W3125962961","https://openalex.org/W3165900706","https://openalex.org/W3200593710","https://openalex.org/W4210792781","https://openalex.org/W4288345824","https://openalex.org/W6607659811","https://openalex.org/W6684126912","https://openalex.org/W6726915253","https://openalex.org/W6732005117","https://openalex.org/W6749026651","https://openalex.org/W6763408761","https://openalex.org/W6801314511"],"related_works":["https://openalex.org/W4287326768","https://openalex.org/W2393322642","https://openalex.org/W3131198547","https://openalex.org/W3099654136","https://openalex.org/W605817175","https://openalex.org/W2000601968","https://openalex.org/W2144265691","https://openalex.org/W2033383639","https://openalex.org/W3108918257","https://openalex.org/W3016124764"],"abstract_inverted_index":{"The":[0],"Internet":[1],"of":[2,142],"Things":[3],"(IoT)":[4],"introduced":[5],"new":[6],"complexities":[7],"and":[8,39,53,56,73,80,116,134],"challenges":[9],"to":[10,14,23,29,76,83,119],"computer":[11],"networks.":[12],"Due":[13],"their":[15],"simple":[16],"nature,":[17],"these":[18,31,92],"devices":[19,32,152],"are":[20],"more":[21],"vulnerable":[22],"cyber-attacks.":[24],"Thus":[25],"it":[26,118,129],"becomes":[27],"important":[28],"identify":[30],"in":[33,87,94,150,153],"a":[34,88,154],"network":[35,37,103,121],"for":[36,50,111,123],"management":[38],"detect":[40],"malicious":[41],"activities.":[42],"Network":[43],"traffic":[44,104,122,132],"fingerprinting":[45,133],"is":[46],"an":[47],"essential":[48],"tool":[49],"device":[51,124],"identification":[52],"anomaly":[54],"detection,":[55],"existing":[57],"approaches":[58,67],"mainly":[59],"rely":[60],"on":[61],"machine":[62],"learning":[63],"(ML).":[64],"However,":[65],"ML-based":[66,131],"require":[68],"feature":[69],"selection,":[70],"hyperparameter":[71],"tuning,":[72],"model":[74],"retraining":[75],"achieve":[77],"optimum":[78],"results":[79],"be":[81],"robust":[82],"concept":[84],"drifts":[85],"observed":[86,135],"network.":[89,155],"To":[90],"overcome":[91],"challenges,":[93],"this":[95],"paper":[96],"we":[97,107],"propose":[98],"locality-sensitive":[99],"hashing":[100],"(LSH)":[101],"based":[102],"fingerprinting.":[105],"Specifically,":[106],"explore":[108],"design":[109],"alternatives":[110],"the":[112,140],"LSH":[113],"function":[114],"Nilsimsa":[115],"use":[117],"fingerprint":[120],"identification.":[125],"We":[126],"also":[127],"compared":[128],"with":[130],"that":[136],"our":[137],"method":[138],"increases":[139],"accuracy":[141,149],"state-of-the-art":[143],"by":[144],"12%":[145],"achieving":[146],"around":[147],"94%":[148],"identifying":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}