{"id":"https://openalex.org/W6926095916","doi":"https://doi.org/10.21227/j6cw-y314","title":"SideChannel-3D: Acoustic, Vibration, Magnetic, and Power Side-Channel 3D Printer Dataset","display_name":"SideChannel-3D: Acoustic, Vibration, Magnetic, and Power Side-Channel 3D Printer Dataset","publication_year":2021,"publication_date":"2021-06-15","ids":{"openalex":"https://openalex.org/W6926095916","doi":"https://doi.org/10.21227/j6cw-y314"},"language":"en","primary_location":{"id":"doi:10.21227/j6cw-y314","is_oa":true,"landing_page_url":"https://doi.org/10.21227/j6cw-y314","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.21227/j6cw-y314","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Costa, Nathan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137750","display_name":"UC Irvine Health","ror":"https://ror.org/03fgher32","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210137750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Costa, Nathan","raw_affiliation_strings":["UC Irvine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Irvine","institution_ids":["https://openalex.org/I4210137750"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yu, Shih-Yuan","orcid":"https://orcid.org/0000-0001-8329-3299"},"institutions":[{"id":"https://openalex.org/I4210137750","display_name":"UC Irvine Health","ror":"https://ror.org/03fgher32","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210137750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu, Shih-Yuan","raw_affiliation_strings":["UC Irvine"],"raw_orcid":"https://orcid.org/0000-0001-8329-3299","affiliations":[{"raw_affiliation_string":"UC Irvine","institution_ids":["https://openalex.org/I4210137750"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Malawade, Arnav","orcid":"https://orcid.org/0000-0002-4974-1622"},"institutions":[{"id":"https://openalex.org/I4210137750","display_name":"UC Irvine Health","ror":"https://ror.org/03fgher32","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210137750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Malawade, Arnav","raw_affiliation_strings":["UC Irvine"],"raw_orcid":"https://orcid.org/0000-0002-4974-1622","affiliations":[{"raw_affiliation_string":"UC Irvine","institution_ids":["https://openalex.org/I4210137750"]}]},{"author_position":"last","author":{"id":null,"display_name":"Al Faruque, Mohammad","orcid":"https://orcid.org/0000-0002-5390-0497"},"institutions":[{"id":"https://openalex.org/I4210137750","display_name":"UC Irvine Health","ror":"https://ror.org/03fgher32","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210137750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Al Faruque, Mohammad","raw_affiliation_strings":["UC Irvine"],"raw_orcid":"https://orcid.org/0000-0002-5390-0497","affiliations":[{"raw_affiliation_string":"UC Irvine","institution_ids":["https://openalex.org/I4210137750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210137750"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10252","display_name":"Microbial Natural Products and Biosynthesis","score":0.8598999977111816,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10252","display_name":"Microbial Natural Products and Biosynthesis","score":0.8598999977111816,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12858","display_name":"Plant Disease Resistance and Genetics","score":0.009100000374019146,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13971","display_name":"Synthesis and Biological Activity","score":0.00800000037997961,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.7038000226020813},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5572999715805054},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3977000117301941},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.37950000166893005},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.3603000044822693},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33180001378059387},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.3057999908924103}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7038000226020813},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.637499988079071},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5572999715805054},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4478999972343445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4325999915599823},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4226999878883362},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3977000117301941},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.37950000166893005},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3603000044822693},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33180001378059387},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.3057999908924103},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.30000001192092896},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C55000061","wikidata":"https://www.wikidata.org/wiki/Q24894777","display_name":"Current sensor","level":3,"score":0.2840000092983246},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.2802000045776367},{"id":"https://openalex.org/C2984377249","wikidata":"https://www.wikidata.org/wiki/Q229367","display_name":"3d printer","level":2,"score":0.2741999924182892},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.26429998874664307},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2614000141620636},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26100000739097595},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2538999915122986}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21227/j6cw-y314","is_oa":true,"landing_page_url":"https://doi.org/10.21227/j6cw-y314","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.21227/j6cw-y314","is_oa":true,"landing_page_url":"https://doi.org/10.21227/j6cw-y314","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0,139],"dataset":[1,120,211],"contains":[2,121,159],"multimodal":[3],"sensor":[4,45,129,132,186],"data":[5,46,187],"collected":[6],"from":[7,188],"side-channels":[8],"while":[9],"printing":[10],"several":[11],"types":[12,162],"of":[13,85,94,117,123,165],"objects":[14],"on":[15,58,107],"an":[16,113],"Ultimaker":[17],"3":[18],"3D":[19,60,190,200],"printer.":[20,61],"Our":[21,119],"related":[22],"research":[23],"paper":[24,80,206],"titled":[25],"\"Sabotage":[26],"Attack":[27],"Detection":[28],"for":[29,88,146,213,219],"Additive":[30],"Manufacturing":[31],"Systems\"":[32],"can":[33,47,143],"be":[34,48,144],"found":[35],"here:":[36],"https://doi.org/10.1109/ACCESS.2020.2971947.":[37],"In":[38],"our":[39,105,205,253],"work,":[40],"we":[41,66,81],"demonstrate":[42],"that":[43],"this":[44,210],"used":[49],"with":[50,98,126],"machine":[51,100],"learning":[52],"algorithms":[53],"to":[54,74,247,252],"detect":[55],"sabotage":[56],"attacks":[57],"the":[59,79,83,99,127,160,189,199],"By":[62],"utilizing":[63],"multiple":[64],"side-channels,":[65],"improve":[67],"system":[68,106],"state":[69,137,140],"estimation":[70,141],"significantly":[71],"in":[72,78,92,195],"comparison":[73],"uni-modal":[75],"techniques.":[76],"Besides,":[77],"analyze":[82],"value":[84],"each":[86],"side-channel":[87],"performing":[89],"attack":[90,114,217],"detection":[91,115,218],"terms":[93],"mutual":[95],"information":[96,245],"shared":[97],"control":[101],"parameters.":[102],"We":[103],"evaluate":[104],"real-world":[108],"test":[109],"cases":[110],"and":[111,131,163,225,229,233],"achieve":[112],"accuracy":[116],"98.15%.":[118],"sets":[122],"G-codes":[124],"synchronized":[125],"corresponding":[128],"readings":[130],"features,":[133],"enabling":[134],"highly":[135],"accurate":[136],"estimation.":[138],"capability":[142],"useful":[145,212],"tasks":[147],"such":[148],"as":[149],"security,":[150],"predictive":[151],"maintenance,":[152],"quality":[153],"control,":[154],"automated":[155],"calibration,":[156],"etc.Our":[157],"testbed":[158],"following":[161],"quantities":[164],"sensors:":[166],"-":[167,171,175,179,184],"3x":[168,172],"3-axis":[169,173],"magnetometer.":[170],"accelerometer.":[174],"4x":[176],"high-definition":[177],"microphone.":[178],"1x":[180],"DC":[181],"current":[182],"clamp.":[183],"internal":[185],"printer.These":[191],"sensors":[192],"are":[193],"placed":[194],"various":[196],"locations":[197],"around":[198],"printer.Please":[201],"kindly":[202],"consider":[203],"citing":[204],"if":[207],"you":[208],"find":[209],"your":[214],"research:@article{yu2020sabotage,":[215],"title={Sabotage":[216],"additive":[220],"manufacturing":[221],"systems},":[222],"author={Yu,":[223],"Shih-Yuan":[224],"Malawade,":[226],"Arnav":[227],"Vaibhav":[228],"Chhetri,":[230],"Sujit":[231],"Rokka":[232],"Al":[234],"Faruque,":[235],"Mohammad":[236],"Abdullah},":[237],"journal={IEEE":[238],"Access},":[239],"volume={8},":[240],"pages={27218--27231},":[241],"year={2020},":[242],"publisher={IEEE}}For":[243],"additional":[244],"or":[246],"contact":[248],"us,":[249],"please":[250],"refer":[251],"lab's":[254],"website:":[255],"https://aicps.eng.uci.edu/":[256]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}
