{"id":"https://openalex.org/W7133243384","doi":"https://doi.org/10.1109/jiot.2026.3667565","title":"An Adversarial Jamming Attack Detection Method Using Energy-Detection-Based Hardware for IoT Systems","display_name":"An Adversarial Jamming Attack Detection Method Using Energy-Detection-Based Hardware for IoT Systems","publication_year":2026,"publication_date":"2026-03-02","ids":{"openalex":"https://openalex.org/W7133243384","doi":"https://doi.org/10.1109/jiot.2026.3667565"},"language":null,"primary_location":{"id":"doi:10.1109/jiot.2026.3667565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2026.3667565","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","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/A5127852897","display_name":"K. Shabd Swaroop","orcid":null},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. Shabd Swaroop","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0009-0006-3527-6631","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127803379","display_name":"Vikram Verma","orcid":null},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vikram Verma","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0009-0006-6120-4893","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044075492","display_name":"Ufuk Muncuk","orcid":"https://orcid.org/0000-0001-5322-6159"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ufuk Muncuk","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0001-5322-6159","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051965447","display_name":"Ankit Mittal","orcid":"https://orcid.org/0000-0001-8761-2269"},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ankit Mittal","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Cincinnati, Cincinnati, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Cincinnati, Cincinnati, OH, USA","institution_ids":["https://openalex.org/I63135867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020694155","display_name":"Aatmesh Shrivastava","orcid":"https://orcid.org/0000-0002-5738-9868"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aatmesh Shrivastava","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5738-9868","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21737689,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"11","first_page":"23010","last_page":"23024"},"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":0.2833999991416931,"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":0.2833999991416931,"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/T10951","display_name":"Cryptographic Implementations and Security","score":0.18080000579357147,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.14900000393390656,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.6394000053405762},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5676000118255615},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5600000023841858},{"id":"https://openalex.org/keywords/universal-software-radio-peripheral","display_name":"Universal Software Radio Peripheral","score":0.5338000059127808},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.48190000653266907},{"id":"https://openalex.org/keywords/software-defined-radio","display_name":"Software-defined radio","score":0.47769999504089355},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.3937999904155731},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.3871999979019165},{"id":"https://openalex.org/keywords/detection-theory","display_name":"Detection theory","score":0.38100001215934753}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8112999796867371},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.6394000053405762},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5676000118255615},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5600000023841858},{"id":"https://openalex.org/C192220659","wikidata":"https://www.wikidata.org/wiki/Q1245659","display_name":"Universal Software Radio Peripheral","level":3,"score":0.5338000059127808},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5131000280380249},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.48190000653266907},{"id":"https://openalex.org/C171115542","wikidata":"https://www.wikidata.org/wiki/Q1331892","display_name":"Software-defined radio","level":2,"score":0.47769999504089355},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.3937999904155731},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.3871999979019165},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.38100001215934753},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.3605000078678131},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.3549000024795532},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.3476000130176544},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.3465999960899353},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.3303999900817871},{"id":"https://openalex.org/C50151734","wikidata":"https://www.wikidata.org/wiki/Q1759577","display_name":"Matched filter","level":3,"score":0.3287000060081482},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.3127000033855438},{"id":"https://openalex.org/C103088060","wikidata":"https://www.wikidata.org/wiki/Q1062839","display_name":"Error detection and correction","level":2,"score":0.3111000061035156},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.30799999833106995},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3075999915599823},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.28859999775886536},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.2870999872684479},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.27090001106262207},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2676999866962433}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2026.3667565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2026.3667565","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7737450003623962,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1415086044","display_name":null,"funder_award_id":"CCSS-2144703","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G172392379","display_name":null,"funder_award_id":"CCSS 214470","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3043258596","display_name":null,"funder_award_id":"CCSS-2125222","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7643492194","display_name":null,"funder_award_id":"D23AP00173","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0,73],"paper":[1],"presents":[2],"an":[3,91,240],"adversarial":[4],"jamming":[5,39,81],"attack":[6,179,204],"detection":[7,28,76,151,174,180,222,228],"method":[8,21,145,229],"using":[9,90,208],"energy-detection-based":[10],"hardware":[11],"for":[12,34,230,244],"wireless":[13,42,160],"Internet":[14],"of":[15,38,77,85,114,142,158,224,242],"Things":[16],"(IoT)":[17],"systems.":[18],"The":[19,184],"proposed":[20,144,226],"utilizes":[22],"accurate":[23],"RF":[24,51,86,136,185],"signal":[25,87,128],"energy":[26,52,67],"level":[27,68],"to":[29,62,124,148,219],"establish":[30],"a":[31,105,121,139,162],"learning":[32],"baseline":[33],"identifying":[35],"different":[36],"types":[37],"attacks":[40],"in":[41,50,104,129],"networks,":[43],"which":[44,109,171],"are":[45,88],"often":[46],"characterized":[47],"by":[48,176,182],"changes":[49],"levels.":[53],"An":[54],"adaptive":[55],"threshold-based":[56],"binary":[57],"classification":[58,71],"algorithm":[59],"is":[60,146,169,189],"implemented":[61],"use":[63],"the":[64,70,75,117,130,143,155,159,173,178,193,221,254],"detected":[65],"signal\u2019s":[66],"as":[69],"metric.":[72],"enables":[74],"deceptive/reactive":[78],"and":[79,206,248],"periodic":[80,249],"attacks.":[82],"Energy":[83],"levels":[84],"measured":[89],"ultra-low":[92],"power":[93],"(ULP)":[94],"direct":[95],"RF-to-digital":[96],"Received":[97],"Signal":[98],"Strength":[99],"Indicator":[100],"(RSSI)":[101],"circuit,":[102],"developed":[103],"65-nm":[106],"CMOS":[107],"technology,":[108],"consumes":[110],"only":[111],"6":[112],"nW":[113],"power.":[115],"Further,":[116],"RSSI":[118],"circuit":[119],"incorporates":[120],"band-pass":[122],"response":[123],"filter":[125],"out":[126],"ambient":[127],"network,":[131],"providing":[132],"resilience":[133],"against":[134],"continuous":[135],"jammers.":[137],"Furthermore,":[138],"system-level":[140],"model":[141],"presented":[147],"demonstrate":[149,239],"its":[150],"capabilities.":[152],"To":[153],"mitigate":[154],"stochastic":[156],"effects":[157],"channel,":[161],"minimum":[163],"mean-square":[164],"error":[165,181],"(MMSE)":[166],"channel":[167],"equalizer":[168],"integrated,":[170],"improves":[172],"accuracy":[175,223,241],"reducing":[177],"21.6%.":[183],"transmission":[186],"packet":[187],"structure":[188],"modeled":[190],"based":[191],"on":[192],"IEEE":[194],"802.15.4":[195],"protocol.":[196],"We":[197],"conducted":[198],"extensive":[199],"over-the-air":[200],"measurements":[201],"under":[202],"various":[203],"modalities":[205],"scenarios":[207],"universal":[209],"software":[210,215],"radio":[211],"peripheral":[212],"(USRP)":[213],"B210":[214],"defined":[216],"radios":[217],"(SDRs)":[218],"validate":[220],"our":[225],"hardware-based":[227],"energy-constrained":[231],"IoT":[232],"systems":[233],"at":[234],"915":[235],"MHz.":[236],"Measurement":[237],"results":[238],"96.4%":[243],"detecting":[245],"deceptive":[246],"jammer":[247],"jammer,":[250],"closely":[251],"aligning":[252],"with":[253],"simulation":[255],"results.":[256]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-03-03T00:00:00"}
