{"id":"https://openalex.org/W4382204374","doi":"https://doi.org/10.1109/saci58269.2023.10158600","title":"Fingerprinting Smartphone Accelerometers with Traditional Classifiers and Deep Learning Networks","display_name":"Fingerprinting Smartphone Accelerometers with Traditional Classifiers and Deep Learning Networks","publication_year":2023,"publication_date":"2023-05-23","ids":{"openalex":"https://openalex.org/W4382204374","doi":"https://doi.org/10.1109/saci58269.2023.10158600"},"language":"en","primary_location":{"id":"doi:10.1109/saci58269.2023.10158600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci58269.2023.10158600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI)","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/A5053313823","display_name":"Adriana Berdich","orcid":"https://orcid.org/0000-0002-7646-7825"},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Adriana Berdich","raw_affiliation_strings":["Politehnica University of Timisoara,Faculty of Automatics and Computers,Romania","Faculty of Automatics and Computers, Politehnica University of Timisoara, Romania"],"affiliations":[{"raw_affiliation_string":"Politehnica University of Timisoara,Faculty of Automatics and Computers,Romania","institution_ids":["https://openalex.org/I3122695212"]},{"raw_affiliation_string":"Faculty of Automatics and Computers, Politehnica University of Timisoara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016923946","display_name":"Patricia Iosif","orcid":"https://orcid.org/0000-0003-0829-5467"},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Patricia Iosif","raw_affiliation_strings":["Politehnica University of Timisoara,Faculty of Automatics and Computers,Romania","Faculty of Automatics and Computers, Politehnica University of Timisoara, Romania"],"affiliations":[{"raw_affiliation_string":"Politehnica University of Timisoara,Faculty of Automatics and Computers,Romania","institution_ids":["https://openalex.org/I3122695212"]},{"raw_affiliation_string":"Faculty of Automatics and Computers, Politehnica University of Timisoara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075317609","display_name":"Camelia Burlacu","orcid":null},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Camelia Burlacu","raw_affiliation_strings":["Politehnica University of Timisoara,Faculty of Automatics and Computers,Romania","Faculty of Automatics and Computers, Politehnica University of Timisoara, Romania"],"affiliations":[{"raw_affiliation_string":"Politehnica University of Timisoara,Faculty of Automatics and Computers,Romania","institution_ids":["https://openalex.org/I3122695212"]},{"raw_affiliation_string":"Faculty of Automatics and Computers, Politehnica University of Timisoara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060124604","display_name":"Alfred Anistoroaei","orcid":null},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Alfred Anistoroaei","raw_affiliation_strings":["Politehnica University of Timisoara,Faculty of Automatics and Computers,Romania","Faculty of Automatics and Computers, Politehnica University of Timisoara, Romania"],"affiliations":[{"raw_affiliation_string":"Politehnica University of Timisoara,Faculty of Automatics and Computers,Romania","institution_ids":["https://openalex.org/I3122695212"]},{"raw_affiliation_string":"Faculty of Automatics and Computers, Politehnica University of Timisoara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048951454","display_name":"Bogdan Groza","orcid":"https://orcid.org/0000-0003-3078-3635"},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Bogdan Groza","raw_affiliation_strings":["Politehnica University of Timisoara,Faculty of Automatics and Computers,Romania","Faculty of Automatics and Computers, Politehnica University of Timisoara, Romania"],"affiliations":[{"raw_affiliation_string":"Politehnica University of Timisoara,Faculty of Automatics and Computers,Romania","institution_ids":["https://openalex.org/I3122695212"]},{"raw_affiliation_string":"Faculty of Automatics and Computers, Politehnica University of Timisoara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5053313823"],"corresponding_institution_ids":["https://openalex.org/I3122695212"],"apc_list":null,"apc_paid":null,"fwci":0.2456,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50605061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"000039","last_page":"000044"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11800","display_name":"User Authentication and Security Systems","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9957000017166138,"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/accelerometer","display_name":"Accelerometer","score":0.8979418277740479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7987830638885498},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6845136880874634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5858855247497559},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5242491364479065},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5231726765632629},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4775336980819702},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43927139043807983},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43755170702934265},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.43340855836868286},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15592092275619507}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.8979418277740479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7987830638885498},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6845136880874634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5858855247497559},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5242491364479065},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5231726765632629},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4775336980819702},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43927139043807983},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43755170702934265},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43340855836868286},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15592092275619507},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/saci58269.2023.10158600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci58269.2023.10158600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1536711614","https://openalex.org/W1549358575","https://openalex.org/W1582832762","https://openalex.org/W1587084186","https://openalex.org/W1836465849","https://openalex.org/W1969600416","https://openalex.org/W1977324115","https://openalex.org/W1991685971","https://openalex.org/W2017351764","https://openalex.org/W2018690964","https://openalex.org/W2076905463","https://openalex.org/W2083863819","https://openalex.org/W2108328714","https://openalex.org/W2111207525","https://openalex.org/W2118383683","https://openalex.org/W2122837018","https://openalex.org/W2156167000","https://openalex.org/W2160844528","https://openalex.org/W2286343943","https://openalex.org/W2292489917","https://openalex.org/W2476401816","https://openalex.org/W2503791111","https://openalex.org/W2539417147","https://openalex.org/W2572078890","https://openalex.org/W2574536453","https://openalex.org/W2588905989","https://openalex.org/W2619786436","https://openalex.org/W2751870871","https://openalex.org/W2775002638","https://openalex.org/W2782918258","https://openalex.org/W2886831611","https://openalex.org/W2914329438","https://openalex.org/W2955618369","https://openalex.org/W2969966505","https://openalex.org/W2972826677","https://openalex.org/W2999234699","https://openalex.org/W3005266577","https://openalex.org/W3100169753","https://openalex.org/W3108341384","https://openalex.org/W3170891692","https://openalex.org/W3206493210","https://openalex.org/W3216345500","https://openalex.org/W4240912759","https://openalex.org/W4294236466","https://openalex.org/W4297775537","https://openalex.org/W4312468284","https://openalex.org/W6634943574","https://openalex.org/W6635015058","https://openalex.org/W6635782678","https://openalex.org/W6802897714"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2009888974","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W3023105672","https://openalex.org/W2355539379","https://openalex.org/W4231410700","https://openalex.org/W4237770763","https://openalex.org/W2053352781"],"abstract_inverted_index":{"Fingerprinting":[0],"smartphones":[1,92],"using":[2],"their":[3],"accelerometers":[4],"has":[5],"several":[6,101],"applications,":[7],"including":[8],"activity":[9],"recognition,":[10],"driving":[11],"style":[12],"classification":[13],"and":[14,75,90,93],"device":[15,17],"to":[16,35,48,98],"authentication.":[18],"In":[19],"this":[20],"work,":[21],"we":[22,40,46,63,85],"study":[23],"accelerometer-based":[24],"smartphone":[25],"fingerprinting.":[26],"We":[27],"gather":[28],"data":[29,67],"from":[30],"mobile":[31],"devices":[32],"placed":[33],"together":[34],"record":[36],"identical":[37,91],"vibrations.":[38],"Then,":[39],"extract":[41],"time":[42],"domain":[43],"features,":[44],"which":[45],"use":[47,64],"train":[49],"multiple":[50],"traditional":[51,102],"machine":[52],"learning":[53],"algorithms":[54],"based":[55],"on":[56],"statistical":[57],"properties":[58],"of":[59],"the":[60,65,77,81],"data.":[61],"Finally,":[62],"raw":[66],"in":[68],"a":[69],"more":[70,83],"complex":[71],"Convolutional":[72],"Neural":[73],"Network":[74],"compare":[76],"results.":[78],"To":[79],"make":[80],"investigations":[82],"challenging,":[84],"discuss":[86],"fingerprinting":[87],"both":[88],"distinct":[89],"reach":[94],"an":[95],"accuracy":[96],"close":[97],"100%":[99],"with":[100],"classifiers.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
