{"id":"https://openalex.org/W2963151982","doi":"https://doi.org/10.1109/wf-iot.2019.8767175","title":"Data Conformity Evaluation: A Novel Approach for IoT Security","display_name":"Data Conformity Evaluation: A Novel Approach for IoT Security","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2963151982","doi":"https://doi.org/10.1109/wf-iot.2019.8767175","mag":"2963151982"},"language":"en","primary_location":{"id":"doi:10.1109/wf-iot.2019.8767175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot.2019.8767175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 5th World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-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/A5057432241","display_name":"Enrico Giulio Maria Verzegnassi","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Enrico Giulio Maria Verzegnassi","raw_affiliation_strings":["Dept. of Computer, Control, and Management Engineering, Sapienza University of Rome, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer, Control, and Management Engineering, Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006599987","display_name":"Konstantinos Tountas","orcid":"https://orcid.org/0000-0001-9659-5050"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Konstantinos Tountas","raw_affiliation_strings":["Electrical and Computer Engineering & Computer Science, Florida Atlantic University, Boca Raton, FL, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering & Computer Science, Florida Atlantic University, Boca Raton, FL, USA","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052953883","display_name":"Dimitris A. Pados","orcid":"https://orcid.org/0000-0001-8959-6450"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dimitris A. Pados","raw_affiliation_strings":["Electrical and Computer Engineering & Computer Science, Florida Atlantic University, Boca Raton, FL, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering & Computer Science, Florida Atlantic University, Boca Raton, FL, USA","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022341678","display_name":"Francesca Cuomo","orcid":"https://orcid.org/0000-0002-9122-7993"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Cuomo","raw_affiliation_strings":["Dept. of Information, Sapienza University of Rome, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Dept. of Information, Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057432241"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":0.9265,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.77620149,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"842","last_page":"846"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9977999925613403,"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":0.9977999925613403,"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":0.996999979019165,"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/T13553","display_name":"Age of Information Optimization","score":0.9908999800682068,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/conformity","display_name":"Conformity","score":0.7774421572685242},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6673120260238647},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5120721459388733},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5099250078201294},{"id":"https://openalex.org/keywords/linear-subspace","display_name":"Linear subspace","score":0.4920000731945038},{"id":"https://openalex.org/keywords/star","display_name":"Star (game theory)","score":0.4706548750400543},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4448944926261902},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.428003191947937},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3974984288215637},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3244544267654419},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32308700680732727},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28174224495887756},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2505737841129303},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19664594531059265}],"concepts":[{"id":"https://openalex.org/C142172996","wikidata":"https://www.wikidata.org/wiki/Q221284","display_name":"Conformity","level":2,"score":0.7774421572685242},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6673120260238647},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5120721459388733},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5099250078201294},{"id":"https://openalex.org/C12362212","wikidata":"https://www.wikidata.org/wiki/Q728435","display_name":"Linear subspace","level":2,"score":0.4920000731945038},{"id":"https://openalex.org/C2780897414","wikidata":"https://www.wikidata.org/wiki/Q7600592","display_name":"Star (game theory)","level":2,"score":0.4706548750400543},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4448944926261902},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.428003191947937},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3974984288215637},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3244544267654419},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32308700680732727},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28174224495887756},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2505737841129303},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19664594531059265},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wf-iot.2019.8767175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot.2019.8767175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 5th World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W629323144","https://openalex.org/W1551333318","https://openalex.org/W1985231046","https://openalex.org/W2025001960","https://openalex.org/W2067040941","https://openalex.org/W2105103777","https://openalex.org/W2124280970","https://openalex.org/W2160095256","https://openalex.org/W2515146124","https://openalex.org/W2529352582","https://openalex.org/W2557450880","https://openalex.org/W2604813584","https://openalex.org/W2606587636","https://openalex.org/W2761308816","https://openalex.org/W2777551158","https://openalex.org/W2892964188","https://openalex.org/W3016607949","https://openalex.org/W3099618991","https://openalex.org/W4285719527","https://openalex.org/W6629387230","https://openalex.org/W6730239214"],"related_works":["https://openalex.org/W2011517474","https://openalex.org/W3093361777","https://openalex.org/W2375986109","https://openalex.org/W4312551713","https://openalex.org/W2050458297","https://openalex.org/W2061182527","https://openalex.org/W2361343466","https://openalex.org/W2103765984","https://openalex.org/W4210550854","https://openalex.org/W2410017989"],"abstract_inverted_index":{"We":[0,58],"consider":[1],"the":[2,18,22],"problem":[3],"of":[4,74],"attack":[5,28,81],"detection":[6,29],"for":[7,67],"IoT":[8],"networks":[9],"based":[10,31],"only":[11],"on":[12,32,49],"passively":[13],"collected":[14,38],"network":[15],"parameters.":[16],"For":[17],"first":[19],"time":[20,82],"in":[21,63],"literature,":[23],"we":[24],"develop":[25],"a":[26,64,68],"blind":[27],"method":[30],"data":[33],"conformity":[34,44],"evaluation.":[35],"Network":[36],"parameters":[37],"passively,":[39],"are":[40],"converted":[41],"to":[42],"their":[43],"values":[45],"through":[46],"iterative":[47],"projections":[48],"refined":[50],"L":[51],"<sub":[52],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[53],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[54],"-norm":[55],"tensor":[56],"subspaces.":[57],"demonstrate":[59],"our":[60],"algorithmic":[61],"development":[62],"case":[65],"study":[66],"simulated":[69],"star":[70],"topology":[71],"network.":[72],"Type":[73],"attack,":[75],"affected":[76],"devices,":[77],"as":[78],"well":[79],"as,":[80],"frame":[83],"can":[84],"be":[85],"easily":[86],"identified.":[87]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}