{"id":"https://openalex.org/W3004864061","doi":"https://doi.org/10.1109/iscisc48546.2019.8985161","title":"A New RF-PUF Based Authentication of Internet of Things Using Random Forest Classification","display_name":"A New RF-PUF Based Authentication of Internet of Things Using Random Forest Classification","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W3004864061","doi":"https://doi.org/10.1109/iscisc48546.2019.8985161","mag":"3004864061"},"language":"en","primary_location":{"id":"doi:10.1109/iscisc48546.2019.8985161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscisc48546.2019.8985161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 16th International ISC (Iranian Society of Cryptology) Conference on Information Security and Cryptology (ISCISC)","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/A5049817112","display_name":"Amir Hossein Ashtari","orcid":"https://orcid.org/0000-0002-1022-8434"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amir Ashtari","raw_affiliation_strings":["School of ECE, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ECE, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069579134","display_name":"Ahmad Shabani","orcid":"https://orcid.org/0000-0002-4690-4430"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ahmad Shabani","raw_affiliation_strings":["School of ECE, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ECE, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069623023","display_name":"Bijan Alizadeh","orcid":"https://orcid.org/0000-0003-4436-4597"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Bijan Alizadeh","raw_affiliation_strings":["School of ECE, College of Engineering, University of Tehran, School of Computer Science, IPM, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ECE, College of Engineering, University of Tehran, School of Computer Science, IPM, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I23946033"],"apc_list":null,"apc_paid":null,"fwci":0.7402,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.7128926,"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":"21","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8186058402061462},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.7093987464904785},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6597378849983215},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.609992265701294},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5549995303153992},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4933730661869049},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.48921775817871094},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.46954187750816345},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.438810795545578},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4174649119377136},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3321995437145233},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24772784113883972},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24698591232299805},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.20042210817337036},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.09761941432952881},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09607082605361938}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8186058402061462},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.7093987464904785},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6597378849983215},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.609992265701294},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5549995303153992},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4933730661869049},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.48921775817871094},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.46954187750816345},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.438810795545578},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4174649119377136},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3321995437145233},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24772784113883972},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24698591232299805},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.20042210817337036},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.09761941432952881},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09607082605361938},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/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/iscisc48546.2019.8985161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscisc48546.2019.8985161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 16th International ISC (Iranian Society of Cryptology) Conference on Information Security and Cryptology (ISCISC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W58365991","https://openalex.org/W1510900102","https://openalex.org/W2000093279","https://openalex.org/W2000171858","https://openalex.org/W2012166391","https://openalex.org/W2116374153","https://openalex.org/W2612872912","https://openalex.org/W2891953071","https://openalex.org/W2892792029","https://openalex.org/W2903637278","https://openalex.org/W2905613613","https://openalex.org/W2909319943","https://openalex.org/W2914758464","https://openalex.org/W2963774961","https://openalex.org/W2963910109","https://openalex.org/W6630491312","https://openalex.org/W6676995458","https://openalex.org/W6756982155"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"This":[0,149],"paper":[1],"presents":[2],"a":[3,18,22,77,129,142],"novel":[4],"RF-PUF":[5],"based":[6,43],"authentication":[7],"framework":[8],"which":[9],"exploits":[10],"the":[11,31,40,53,59,87,92,96,114,123,146,158],"intrinsic":[12],"non-idealities":[13],"in":[14,52,122,157],"physical":[15],"characteristic":[16],"of":[17,33,80,104,125,137,160],"device/medium":[19],"to":[20,37,58,86,100,119,169],"generate":[21],"unique":[23,46],"identity":[24],"for":[25],"wireless":[26],"nodes.":[27],"It":[28],"also":[29],"takes":[30],"advantage":[32],"Random":[34],"Forest":[35],"classification":[36],"securely":[38],"identify":[39],"sender":[41],"nodes":[42,127],"on":[44,145],"their":[45],"features":[47],"extracting":[48],"from":[49],"already-existing":[50],"modules":[51],"receiver":[54,147],"side.":[55,148],"In":[56],"contrast":[57],"neural":[60],"network-based":[61],"schemes,":[62],"our":[63,164],"proposed":[64,115],"approach":[65,165],"incurs":[66],"lower":[67],"design":[68],"complexity":[69],"and":[70,82,90,102,135],"overheads,":[71],"while":[72],"it":[73],"no":[74],"longer":[75],"needs":[76],"large":[78],"amount":[79],"preparatory":[81],"preprocessing":[83],"works":[84],"related":[85],"learning":[88],"process":[89],"adjusting":[91],"network":[93,105,131],"parameters.":[94],"Thus,":[95],"overall":[97],"runtime":[98],"required":[99],"preparing":[101],"testing":[103],"is":[106,139],"drastically":[107],"lessened.":[108],"The":[109],"experimental":[110],"results":[111],"show":[112],"that":[113],"scheme":[116],"can":[117,152],"reach":[118],"100%":[120],"accuracy":[121,151],"identification":[124],"225":[126],"when":[128],"forest":[130],"with":[132],"100":[133],"trees":[134],"depth":[136],"20":[138],"developed,":[140],"posing":[141],"negligible":[143],"overhead":[144],"high":[150],"be":[153],"nearly":[154],"achieved":[155],"even":[156],"presence":[159],"channel":[161],"variations":[162],"as":[163],"has":[166],"less":[167],"sensitivity":[168],"environmental":[170],"conditions.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}