{"id":"https://openalex.org/W2621148797","doi":"https://doi.org/10.1145/3019612.3019878","title":"ProfilIoT","display_name":"ProfilIoT","publication_year":2017,"publication_date":"2017-04-03","ids":{"openalex":"https://openalex.org/W2621148797","doi":"https://doi.org/10.1145/3019612.3019878","mag":"2621148797"},"language":"en","primary_location":{"id":"doi:10.1145/3019612.3019878","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3019612.3019878","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3019878&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3019878&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058247252","display_name":"Yair Meidan","orcid":"https://orcid.org/0000-0003-4865-2334"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yair Meidan","raw_affiliation_strings":["Ben-Gurion University, Beer-Sheva, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ben-Gurion University, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074408587","display_name":"Michael Bohadana","orcid":null},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Michael Bohadana","raw_affiliation_strings":["Ben-Gurion University, Beer-Sheva, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ben-Gurion University, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002391103","display_name":"Asaf Shabtai","orcid":"https://orcid.org/0000-0003-0630-4059"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Asaf Shabtai","raw_affiliation_strings":["Ben-Gurion University, Beer-Sheva, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ben-Gurion University, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012385881","display_name":"Juan Guarnizo","orcid":"https://orcid.org/0000-0002-2161-308X"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Juan David Guarnizo","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019979722","display_name":"Mart\u00edn Ochoa","orcid":"https://orcid.org/0000-0002-7816-5775"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mart\u00edn Ochoa","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073540044","display_name":"Nils Ole Tippenhauer","orcid":"https://orcid.org/0000-0001-8424-2602"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Nils Ole Tippenhauer","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072913672","display_name":"Yuval Elovici","orcid":"https://orcid.org/0000-0002-9641-128X"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuval Elovici","raw_affiliation_strings":["Ben-Gurion University, Beer-Sheva, Israel and Singapore University of Technology and Design, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ben-Gurion University, Beer-Sheva, Israel and Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":28.7085,"has_fulltext":true,"cited_by_count":417,"citation_normalized_percentile":{"value":0.99672394,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"506","last_page":"509"},"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":0.9998999834060669,"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"}},"topics":[{"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994000196456909,"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":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.8286589980125427},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7243804335594177},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6793689727783203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5815843939781189},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49427103996276855},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.44607946276664734},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3214466869831085},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2711290121078491},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.12982648611068726},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.07690230011940002}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8286589980125427},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7243804335594177},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6793689727783203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5815843939781189},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49427103996276855},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.44607946276664734},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3214466869831085},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2711290121078491},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.12982648611068726},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.07690230011940002}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3019612.3019878","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3019612.3019878","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3019878&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3019612.3019878","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3019612.3019878","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3019878&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Symposium on Applied Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2621148797.pdf","grobid_xml":"https://content.openalex.org/works/W2621148797.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1775772884","https://openalex.org/W1909494783","https://openalex.org/W2069217620","https://openalex.org/W2119046642","https://openalex.org/W2155886813","https://openalex.org/W2182464523"],"related_works":["https://openalex.org/W4311097251","https://openalex.org/W4245926026","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4361251261","https://openalex.org/W3031181660","https://openalex.org/W4285201139","https://openalex.org/W2604876367"],"abstract_inverted_index":{"In":[0,69],"this":[1],"work":[2],"we":[3,28,47],"apply":[4],"machine":[5],"learning":[6],"algorithms":[7],"on":[8],"network":[9,32],"traffic":[10,33,62],"data":[11,34],"for":[12],"accurate":[13],"identification":[14],"of":[15,88],"IoT":[16,38,65,74,80,85],"devices":[17],"connected":[18],"to":[19],"a":[20,49,78],"network.":[21],"To":[22],"train":[23],"and":[24,30,40,42,66],"evaluate":[25],"the":[26,54,57,70],"classifier,":[27],"collected":[29],"labeled":[31],"from":[35],"nine":[36],"distinct":[37],"devices,":[39],"PCs":[41],"smartphones.":[43],"Using":[44],"supervised":[45],"learning,":[46],"trained":[48],"multi-stage":[50],"meta":[51],"classifier;":[52],"in":[53],"first":[55],"stage,":[56,72],"classifier":[58],"can":[59],"distinguish":[60],"between":[61],"generated":[63],"by":[64],"non-IoT":[67],"devices.":[68],"second":[71],"each":[73],"device":[75,81],"is":[76,91],"associated":[77],"specific":[79],"class.":[82],"The":[83],"overall":[84],"classification":[86],"accuracy":[87],"our":[89],"model":[90],"99.281+.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":37},{"year":2024,"cited_by_count":39},{"year":2023,"cited_by_count":50},{"year":2022,"cited_by_count":55},{"year":2021,"cited_by_count":86},{"year":2020,"cited_by_count":57},{"year":2019,"cited_by_count":56},{"year":2018,"cited_by_count":22},{"year":2017,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2017-06-09T00:00:00"}