{"id":"https://openalex.org/W4392248489","doi":"https://doi.org/10.1109/icce59016.2024.10444192","title":"Gen-Power: Anomaly Detection in IoT Devices Utilizing Generated Power Waveforms","display_name":"Gen-Power: Anomaly Detection in IoT Devices Utilizing Generated Power Waveforms","publication_year":2024,"publication_date":"2024-01-06","ids":{"openalex":"https://openalex.org/W4392248489","doi":"https://doi.org/10.1109/icce59016.2024.10444192"},"language":"en","primary_location":{"id":"doi:10.1109/icce59016.2024.10444192","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce59016.2024.10444192","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Consumer Electronics (ICCE)","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/A5008218550","display_name":"Kota Hisafuru","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kota Hisafuru","raw_affiliation_strings":["Waseda University,Department of Computer Science and Communications Engineering","Department of Computer Science and Communications Engineering, Waseda University"],"affiliations":[{"raw_affiliation_string":"Waseda University,Department of Computer Science and Communications Engineering","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Department of Computer Science and Communications Engineering, Waseda University","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087516286","display_name":"Nozomu Togawa","orcid":"https://orcid.org/0000-0003-3400-3587"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nozomu Togawa","raw_affiliation_strings":["Waseda University,Department of Computer Science and Communications Engineering","Department of Computer Science and Communications Engineering, Waseda University"],"affiliations":[{"raw_affiliation_string":"Waseda University,Department of Computer Science and Communications Engineering","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Department of Computer Science and Communications Engineering, Waseda University","institution_ids":["https://openalex.org/I150744194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008218550"],"corresponding_institution_ids":["https://openalex.org/I150744194"],"apc_list":null,"apc_paid":null,"fwci":1.0371,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71784074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9998000264167786,"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":0.9998000264167786,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9997000098228455,"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/T10951","display_name":"Cryptographic Implementations and Security","score":0.983299970626831,"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/power","display_name":"Power (physics)","score":0.6683640480041504},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.6481328010559082},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5688282251358032},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.562099277973175},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5141342282295227},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.44817671179771423},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.22030821442604065},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19928425550460815},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19713935256004333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13488805294036865},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.08417516946792603},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06926378607749939}],"concepts":[{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.6683640480041504},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.6481328010559082},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5688282251358032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.562099277973175},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5141342282295227},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.44817671179771423},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.22030821442604065},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19928425550460815},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19713935256004333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13488805294036865},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.08417516946792603},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06926378607749939},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce59016.2024.10444192","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce59016.2024.10444192","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8500000238418579,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1591013007","https://openalex.org/W1976955200","https://openalex.org/W1996975221","https://openalex.org/W2016695132","https://openalex.org/W2103509612","https://openalex.org/W2145937629","https://openalex.org/W2150928734","https://openalex.org/W2163362445","https://openalex.org/W2281118432","https://openalex.org/W2791879367","https://openalex.org/W2896956588","https://openalex.org/W3024340288","https://openalex.org/W3041008804","https://openalex.org/W3094506904","https://openalex.org/W3143686512","https://openalex.org/W3171371974","https://openalex.org/W3179258584","https://openalex.org/W4235106014","https://openalex.org/W4252148401","https://openalex.org/W4254182148","https://openalex.org/W4297337507","https://openalex.org/W4328022249"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1974895211","https://openalex.org/W2129841057","https://openalex.org/W3040712279","https://openalex.org/W2176409448","https://openalex.org/W2364769705","https://openalex.org/W2056136368","https://openalex.org/W2374664672","https://openalex.org/W4367555392","https://openalex.org/W2538520412"],"abstract_inverted_index":{"Recently,":[0],"IoT":[1,47,61,89,123],"(Internet-of-Things)":[2],"devices":[3,48,62,124],"are":[4,17,156],"very":[5],"widely":[6],"used":[7],"in":[8,87,122],"consumer":[9],"electronics":[10],"areas":[11],"and":[12,15,91],"their":[13],"design":[14],"manufacturing":[16],"often":[18],"outsourced":[19],"to":[20,23,55,68,118],"third":[21,40],"parties":[22],"make":[24],"them":[25,36],"at":[26],"a":[27,114],"low":[28],"cost.":[29],"Meanwhile,":[30],"malfunctions":[31],"may":[32],"be":[33],"inserted":[34],"into":[35],"intentionally":[37],"by":[38,137,142,158],"malicious":[39],"parties.":[41],"Utilizing":[42],"power":[43,66,86,98,135,141,149,168],"waveforms":[44,136],"measured":[45],"from":[46,95,145,164],"is":[49],"one":[50],"of":[51],"the":[52,69,76,84,88,96,126,139,146,152,161,165,181],"effective":[53],"ways":[54],"detect":[56,104,119,186],"its":[57,105],"anomalous":[58,106,120,153,176],"behaviors.":[59],"Most":[60],"regularly":[63],"consume":[64],"steady-state":[65,85,140],"due":[67],"operating":[70],"system":[71],"and/or":[72],"hardware":[73],"components.":[74],"However,":[75],"existing":[77],"methods":[78],"manually":[79],"or":[80],"semi-manually":[81],"find":[82],"out":[83],"device":[90],"extract":[92],"pre-determined":[93],"features":[94,163],"application":[97,134,154,167,177],"waveform.":[99,150,169],"Hence,":[100],"they":[101],"cannot":[102,185],"well":[103],"behaviors":[107,121,155,178],"automatically.":[108],"In":[109],"this":[110],"paper,":[111],"we":[112],"propose":[113],"method,":[115],"called":[116],"Gen-Power,":[117],"utilizing":[125],"generative":[127,166],"machine-learning":[128],"model.":[129],"The":[130],"proposed":[131],"method":[132,184],"generates":[133],"inferring":[138],"machine":[143],"learning":[144],"observed":[147],"total":[148],"Then,":[151],"detected":[157],"automatically":[159],"extracting":[160],"latent":[162],"Experimental":[170],"evaluations":[171],"show":[172],"that":[173],"Gen-Power":[174],"detects":[175],"successfully,":[179],"while":[180],"recent":[182],"state-of-the-art":[183],"them.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}