{"id":"https://openalex.org/W2882813708","doi":"https://doi.org/10.1109/iwcmc.2018.8450406","title":"Machine Learning Fingerprinting Methods in Cyber Security Domain: Which one to Use?","display_name":"Machine Learning Fingerprinting Methods in Cyber Security Domain: Which one to Use?","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2882813708","doi":"https://doi.org/10.1109/iwcmc.2018.8450406","mag":"2882813708"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc.2018.8450406","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc.2018.8450406","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 14th International Wireless Communications & Mobile Computing Conference (IWCMC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://is.muni.cz/repo/1420614","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073888273","display_name":"Martin La\u0161tovi\u010dka","orcid":"https://orcid.org/0000-0002-6604-6947"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Martin Lastovicka","raw_affiliation_strings":["Masaryk University, Faculty of Informatics, Brno, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Masaryk University, Faculty of Informatics, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075584355","display_name":"Anton\u00edn Dufka","orcid":"https://orcid.org/0009-0003-5058-2571"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Antonin Dufka","raw_affiliation_strings":["Masaryk University, Faculty of Informatics, Brno, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Masaryk University, Faculty of Informatics, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030300846","display_name":"Jana Kom\u00e1rkov\u00e1","orcid":null},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jana Komarkova","raw_affiliation_strings":["Masaryk University, Faculty of Informatics, Brno, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Masaryk University, Faculty of Informatics, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073888273"],"corresponding_institution_ids":["https://openalex.org/I21449261"],"apc_list":null,"apc_paid":null,"fwci":0.9227,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.77666578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"542","last_page":"547"},"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/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":0.9998999834060669,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7852199077606201},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.593475341796875},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5850293636322021},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5000467300415039},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.48978352546691895},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4096345007419586},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3397095501422882},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32370156049728394},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3232576251029968},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1313115358352661}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7852199077606201},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.593475341796875},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5850293636322021},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5000467300415039},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.48978352546691895},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4096345007419586},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3397095501422882},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32370156049728394},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3232576251029968},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1313115358352661},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iwcmc.2018.8450406","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc.2018.8450406","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 14th International Wireless Communications & Mobile Computing Conference (IWCMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:is.muni.cz:1420614","is_oa":true,"landing_page_url":"https://is.muni.cz/repo/1420614","pdf_url":null,"source":{"id":"https://openalex.org/S4306400102","display_name":"Ve\u0159ejn\u00e9 slu\u017eby Informa\u010dn\u00edho syst\u00e9mu (Masarykiana Brunensis Universitas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 14th International Wireless Communications and Mobile Computing Conference","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:is.muni.cz:1420614","is_oa":true,"landing_page_url":"https://is.muni.cz/repo/1420614","pdf_url":null,"source":{"id":"https://openalex.org/S4306400102","display_name":"Ve\u0159ejn\u00e9 slu\u017eby Informa\u010dn\u00edho syst\u00e9mu (Masarykiana Brunensis Universitas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 14th International Wireless Communications and Mobile Computing Conference","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W1549998098","https://openalex.org/W1598169875","https://openalex.org/W1973668864","https://openalex.org/W2016023958","https://openalex.org/W2027664152","https://openalex.org/W2053550965","https://openalex.org/W2062577604","https://openalex.org/W2063432924","https://openalex.org/W2073089243","https://openalex.org/W2075932300","https://openalex.org/W2096118443","https://openalex.org/W2101234009","https://openalex.org/W2154513962","https://openalex.org/W2170505850","https://openalex.org/W2172000360","https://openalex.org/W2255206882","https://openalex.org/W2320569038","https://openalex.org/W2342408547","https://openalex.org/W2482623328","https://openalex.org/W2783099387","https://openalex.org/W4253269957","https://openalex.org/W6607259140","https://openalex.org/W6635785157","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4248817909","https://openalex.org/W4367048510","https://openalex.org/W2623347760","https://openalex.org/W3187220278","https://openalex.org/W3034138874","https://openalex.org/W2743342830","https://openalex.org/W2362192218","https://openalex.org/W4285297516","https://openalex.org/W1991466308","https://openalex.org/W2021682807"],"abstract_inverted_index":{"Identification":[0],"of":[1,11,48,67,75],"a":[2,8,28],"communicating":[3],"device":[4],"operating":[5,44],"system":[6,29],"is":[7,51],"fundamental":[9],"part":[10],"network":[12,38],"situational":[13],"awareness.":[14],"However,":[15],"current":[16],"networks":[17],"are":[18],"large":[19],"and":[20,39,72,78],"change":[21],"often":[22],"which":[23],"implies":[24],"the":[25,37,65],"need":[26],"for":[27,58],"that":[30],"will":[31],"be":[32],"able":[33],"to":[34,52],"continuously":[35],"monitor":[36],"handle":[40],"changes":[41],"in":[42,64],"identified":[43],"systems.":[45],"The":[46],"aim":[47],"this":[49],"paper":[50],"compare":[53],"machine":[54],"learning":[55],"methods":[56],"performance":[57,73],"OS":[59],"fingerprinting":[60],"on":[61],"real-world":[62],"data":[63],"terms":[66],"processing":[68],"time,":[69],"memory":[70],"requirements,":[71],"measures":[74],"accuracy,":[76],"precision,":[77],"recall.":[79]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}