{"id":"https://openalex.org/W3044145154","doi":"https://doi.org/10.1145/3411740.3411744","title":"Using application layer banner data to automatically identify IoT devices","display_name":"Using application layer banner data to automatically identify IoT devices","publication_year":2020,"publication_date":"2020-07-22","ids":{"openalex":"https://openalex.org/W3044145154","doi":"https://doi.org/10.1145/3411740.3411744","mag":"3044145154"},"language":"en","primary_location":{"id":"doi:10.1145/3411740.3411744","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411740.3411744","pdf_url":null,"source":{"id":"https://openalex.org/S66039016","display_name":"ACM SIGCOMM Computer Communication Review","issn_l":"0146-4833","issn":["0146-4833","1943-5819"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGCOMM Computer Communication Review","raw_type":"journal-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/A5085962892","display_name":"Talha Javed","orcid":"https://orcid.org/0000-0003-2986-9992"},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Talha Javed","raw_affiliation_strings":["NUST Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NUST Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101609113","display_name":"Muhammad Haseeb","orcid":"https://orcid.org/0000-0003-1402-2115"},"institutions":[{"id":"https://openalex.org/I207789805","display_name":"Lahore University of Management Sciences","ror":"https://ror.org/05b5x4a35","country_code":"PK","type":"education","lineage":["https://openalex.org/I207789805"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Haseeb","raw_affiliation_strings":["LUMS Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LUMS Pakistan","institution_ids":["https://openalex.org/I207789805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022821687","display_name":"Muhammad Abdullah","orcid":"https://orcid.org/0000-0002-3151-558X"},"institutions":[{"id":"https://openalex.org/I207789805","display_name":"Lahore University of Management Sciences","ror":"https://ror.org/05b5x4a35","country_code":"PK","type":"education","lineage":["https://openalex.org/I207789805"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Abdullah","raw_affiliation_strings":["LUMS Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LUMS Pakistan","institution_ids":["https://openalex.org/I207789805"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059146127","display_name":"Mobin Javed","orcid":"https://orcid.org/0000-0002-1321-1988"},"institutions":[{"id":"https://openalex.org/I207789805","display_name":"Lahore University of Management Sciences","ror":"https://ror.org/05b5x4a35","country_code":"PK","type":"education","lineage":["https://openalex.org/I207789805"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mobin Javed","raw_affiliation_strings":["LUMS Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LUMS Pakistan","institution_ids":["https://openalex.org/I207789805"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085962892"],"corresponding_institution_ids":["https://openalex.org/I929597975"],"apc_list":null,"apc_paid":null,"fwci":0.7597,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70905172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"50","issue":"3","first_page":"23","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9973000288009644,"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":0.9872000217437744,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9872000217437744,"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":0.9021880030632019},{"id":"https://openalex.org/keywords/vendor","display_name":"Vendor","score":0.658740222454071},{"id":"https://openalex.org/keywords/banner","display_name":"Banner","score":0.5700438618659973},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5317493677139282},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5135746002197266},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3766433000564575},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.354567289352417},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35246381163597107},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3489443063735962}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9021880030632019},{"id":"https://openalex.org/C2777338717","wikidata":"https://www.wikidata.org/wiki/Q1762621","display_name":"Vendor","level":2,"score":0.658740222454071},{"id":"https://openalex.org/C157572991","wikidata":"https://www.wikidata.org/wiki/Q806880","display_name":"Banner","level":2,"score":0.5700438618659973},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5317493677139282},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5135746002197266},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3766433000564575},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.354567289352417},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35246381163597107},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3489443063735962},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3411740.3411744","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411740.3411744","pdf_url":null,"source":{"id":"https://openalex.org/S66039016","display_name":"ACM SIGCOMM Computer Communication Review","issn_l":"0146-4833","issn":["0146-4833","1943-5819"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGCOMM Computer Communication Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2748868501","https://openalex.org/W2888774481","https://openalex.org/W2913818095","https://openalex.org/W7028101357"],"related_works":["https://openalex.org/W2361862183","https://openalex.org/W2383322307","https://openalex.org/W2977786346","https://openalex.org/W2000513236","https://openalex.org/W4214718513","https://openalex.org/W2387841438","https://openalex.org/W2354945710","https://openalex.org/W2359886812","https://openalex.org/W2058837630","https://openalex.org/W2371570753"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,64,70],"re-implement":[4],"a":[5,108,120,135],"recent":[6,104],"work":[7],"published":[8],"in":[9,73,119],"Usenix":[10],"Security":[11],"2018:":[12],"\"Acquistional":[13],"Rule":[14],"Based":[15],"Engine":[16],"for":[17,27],"Discovering":[18],"Internet-of-Things":[19],"Devices\".":[20],"The":[21],"paper":[22,122],"introduced":[23],"an":[24,114],"NLP-based":[25],"engine":[26],"automatically":[28],"identifying":[29],"the":[30,50,54,91,95,101,129],"type,":[31],"vendor,":[32],"and":[33,60,138],"product":[34],"of":[35,53,103,110,116,126],"IoT":[36],"devices":[37],"given":[38],"banner":[39],"data":[40],"as":[41,66,68],"input.":[42],"We":[43,76],"report":[44],"on":[45,80],"our":[46,74,78],"efforts":[47,106],"to":[48,89,128],"reproduce":[49],"original":[51,96,130],"implementation":[52,59,79],"engine,":[55],"documenting":[56],"ambiguities":[57,118],"around":[58],"evaluation":[61],"details":[62],"that":[63,86],"encountered,":[65],"well":[67],"how":[69,117],"addressed":[71],"them":[72],"work.":[75],"evaluate":[77],"two":[81],"ground":[82],"truth":[83],"datasets,":[84],"finding":[85],"it":[87],"fails":[88],"achieve":[90],"accuracy":[92],"reported":[93],"by":[94,112],"authors.":[97],"Our":[98],"findings":[99],"highlight":[100],"importance":[102],"community":[105],"towards":[107],"culture":[109],"reproducibility":[111],"presenting":[113],"example":[115],"research":[121],"combined":[123],"with":[124],"lack":[125],"access":[127],"datasets":[131],"can":[132],"significantly":[133],"affect":[134],"faithful":[136],"re-implementation":[137],"evaluation.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
