{"id":"https://openalex.org/W3165324084","doi":"https://doi.org/10.1145/3412382.3458899","title":"Moonshine","display_name":"Moonshine","publication_year":2021,"publication_date":"2021-05-18","ids":{"openalex":"https://openalex.org/W3165324084","doi":"https://doi.org/10.1145/3412382.3458899","mag":"3165324084"},"language":"en","primary_location":{"id":"doi:10.1145/3412382.3458899","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3412382.3458899","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Conference on Information Processing in Sensor Networks (co-located with CPS-IoT Week 2021)","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/A5091311941","display_name":"Jack West","orcid":null},"institutions":[{"id":"https://openalex.org/I1925986","display_name":"Loyola University Chicago","ror":"https://ror.org/04b6x2g63","country_code":"US","type":"education","lineage":["https://openalex.org/I1925986"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jack West","raw_affiliation_strings":["Loyola University Chicago"],"affiliations":[{"raw_affiliation_string":"Loyola University Chicago","institution_ids":["https://openalex.org/I1925986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070873410","display_name":"Kyuin Lee","orcid":"https://orcid.org/0000-0002-9101-6715"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyuin Lee","raw_affiliation_strings":["University of Wisconsin-Madison"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105422222","display_name":"Suman Banerjee","orcid":null},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suman Banerjee","raw_affiliation_strings":["University of Wisconsin-Madison"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004429223","display_name":"Younghyun Kim","orcid":"https://orcid.org/0000-0002-5287-9235"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Younghyun Kim","raw_affiliation_strings":["University of Wisconsin-Madison"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074177185","display_name":"George K. Thiruvathukal","orcid":"https://orcid.org/0000-0002-0452-5571"},"institutions":[{"id":"https://openalex.org/I1925986","display_name":"Loyola University Chicago","ror":"https://ror.org/04b6x2g63","country_code":"US","type":"education","lineage":["https://openalex.org/I1925986"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George K. Thiruvathukal","raw_affiliation_strings":["Loyola University Chicago"],"affiliations":[{"raw_affiliation_string":"Loyola University Chicago","institution_ids":["https://openalex.org/I1925986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071444242","display_name":"Neil Klingensmith","orcid":"https://orcid.org/0000-0003-4047-5070"},"institutions":[{"id":"https://openalex.org/I1925986","display_name":"Loyola University Chicago","ror":"https://ror.org/04b6x2g63","country_code":"US","type":"education","lineage":["https://openalex.org/I1925986"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neil Klingensmith","raw_affiliation_strings":["Loyola University Chicago"],"affiliations":[{"raw_affiliation_string":"Loyola University Chicago","institution_ids":["https://openalex.org/I1925986"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091311941"],"corresponding_institution_ids":["https://openalex.org/I1925986"],"apc_list":null,"apc_paid":null,"fwci":0.4629,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6038922,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.989799976348877,"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"}},"topics":[{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.989799976348877,"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/T11800","display_name":"User Authentication and Security Systems","score":0.9850999712944031,"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9527999758720398,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5121192932128906}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5121192932128906}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3412382.3458899","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3412382.3458899","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Conference on Information Processing in Sensor Networks (co-located with CPS-IoT Week 2021)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.550000011920929},{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G2640532010","display_name":null,"funder_award_id":"1719336","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4649966841","display_name":null,"funder_award_id":"2003129","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4742552878","display_name":null,"funder_award_id":"1845469","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5075825082","display_name":null,"funder_award_id":"CNS-1845469","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5226339916","display_name":"II-NEW: WiNEST: A Prototype for a City-scale \"Living Laboratory\" for Wide-area Wireless Experimentation","funder_award_id":"1629833","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5246444745","display_name":"ECDI: Computation, Communication, and Storage Infrastructure For The Roaming Edge","funder_award_id":"1838733","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6250460064","display_name":null,"funder_award_id":"CNS-1647152","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7332606278","display_name":null,"funder_award_id":"CNS-1838733","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7650256573","display_name":null,"funder_award_id":"CNS-1719336","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7872055366","display_name":null,"funder_award_id":"CNS-2003129","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7917285098","display_name":"US Ignite: Focus Area 2: An Infrastructure to support Edge Computing in the Extreme","funder_award_id":"1647152","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W198170328","https://openalex.org/W1517403092","https://openalex.org/W1525179699","https://openalex.org/W1541380988","https://openalex.org/W1584270973","https://openalex.org/W1983108229","https://openalex.org/W1993274806","https://openalex.org/W2001619264","https://openalex.org/W2011582944","https://openalex.org/W2019258915","https://openalex.org/W2031481606","https://openalex.org/W2032551902","https://openalex.org/W2032719203","https://openalex.org/W2055335386","https://openalex.org/W2059980308","https://openalex.org/W2084106057","https://openalex.org/W2087355434","https://openalex.org/W2106833918","https://openalex.org/W2138009247","https://openalex.org/W2154300278","https://openalex.org/W2156722871","https://openalex.org/W2532585811","https://openalex.org/W2548276179","https://openalex.org/W2760778891","https://openalex.org/W2804700615","https://openalex.org/W2889466139","https://openalex.org/W2911986889","https://openalex.org/W2914834208","https://openalex.org/W2925634966","https://openalex.org/W2972650785","https://openalex.org/W3044454883","https://openalex.org/W3104452718","https://openalex.org/W3121435986","https://openalex.org/W3160027900","https://openalex.org/W3165324084","https://openalex.org/W3209141406","https://openalex.org/W3209768687","https://openalex.org/W4393548136","https://openalex.org/W4393575996"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Context-based":[0],"authentication":[1,80,189],"is":[2,147,152],"a":[3,13,31,119,148],"method":[4],"for":[5,56,62],"transparently":[6],"validating":[7],"another":[8,23],"device's":[9],"legitimacy":[10],"to":[11,29,58,82,128],"join":[12],"network":[14],"based":[15],"on":[16,141],"location.":[17],"Devices":[18],"can":[19,184],"pair":[20],"with":[21,34,91],"one":[22],"by":[24,135,176],"continuously":[25],"harvesting":[26],"environmental":[27,50,64,88,160],"noise":[28,51,65,89,121],"generate":[30,83],"random":[32,84],"key":[33,143],"no":[35],"user":[36],"involvement.":[37],"However,":[38],"there":[39],"are":[40],"gaps":[41],"in":[42,187],"our":[43],"understanding":[44],"of":[45,49,78,114,132,172],"the":[46,75,99,115,130,170,177],"theoretical":[47],"limitations":[48],"harvesting,":[52],"making":[53],"it":[54,140],"difficult":[55],"researchers":[57],"build":[59],"efficient":[60,126,154],"algorithms":[61,109],"sampling":[63],"and":[66,138],"distilling":[67],"keys":[68,133,173,182],"from":[69,87,118,158],"that":[70,105,183],"noise.":[71],"This":[72],"work":[73],"explores":[74],"information-theoretic":[76],"capacity":[77],"context-based":[79,136],"mechanisms":[81],"bit":[85,107],"strings":[86],"sources":[90],"known":[92],"properties.":[93],"Using":[94],"only":[95,111],"mild":[96],"assumptions":[97],"about":[98,112],"source":[100,120,162],"process's":[101],"characteristics,":[102],"we":[103],"demonstrate":[104],"commonly-used":[106],"extraction":[108,144],"extract":[110],"10%":[113],"available":[116],"randomness":[117,149],"process.":[122],"We":[123],"present":[124],"an":[125,159],"algorithm":[127],"improve":[129],"quality":[131,171],"generated":[134],"methods":[137],"evaluate":[139],"real":[142],"hardware.":[145],"MOONSHINE":[146],"distiller":[150],"which":[151],"more":[153],"at":[155],"extracting":[156],"bits":[157],"entropy":[161],"than":[163],"existing":[164],"methods.":[165],"Our":[166],"techniques":[167],"nearly":[168],"double":[169],"as":[174],"measured":[175],"NIST":[178],"test":[179],"suite,":[180],"producing":[181],"be":[185],"used":[186],"real-world":[188],"scenarios.":[190]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2021-06-07T00:00:00"}