{"id":"https://openalex.org/W4393252729","doi":"https://doi.org/10.1109/tdsc.2024.3382630","title":"Two Birds With One Stone: Differential Privacy by Low-Power SRAM Memory","display_name":"Two Birds With One Stone: Differential Privacy by Low-Power SRAM Memory","publication_year":2024,"publication_date":"2024-03-28","ids":{"openalex":"https://openalex.org/W4393252729","doi":"https://doi.org/10.1109/tdsc.2024.3382630"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2024.3382630","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2024.3382630","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Dependable and Secure Computing","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/A5073815713","display_name":"Jianqing Liu","orcid":"https://orcid.org/0000-0001-7568-015X"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jianqing Liu","raw_affiliation_strings":["Department of Computer Science, North Carolina State University, Raleigh, NC, USA","Department of Computer Science, North Carolina State University, Raleigh, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, Raleigh, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069728349","display_name":"Na Gong","orcid":"https://orcid.org/0000-0002-3297-7436"},"institutions":[{"id":"https://openalex.org/I83809506","display_name":"University of South Alabama","ror":"https://ror.org/01s7b5y08","country_code":"US","type":"education","lineage":["https://openalex.org/I83809506"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Na Gong","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of South Alabama, Mobile, AL, USA","Department of Electrical and Computer Engineering, University of South Alabama, Mobile, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of South Alabama, Mobile, AL, USA","institution_ids":["https://openalex.org/I83809506"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of South Alabama, Mobile, USA","institution_ids":["https://openalex.org/I83809506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086283949","display_name":"Hritom Das","orcid":null},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hritom Das","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Tennessee, Knoxville, TN, USA","Department of Electrical and Computer Engineering, University of Tennessee, Knoxville, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Tennessee, Knoxville, USA","institution_ids":["https://openalex.org/I75027704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073815713"],"corresponding_institution_ids":["https://openalex.org/I137902535"],"apc_list":null,"apc_paid":null,"fwci":2.9365,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91570785,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"21","issue":"6","first_page":"5706","last_page":"5719"},"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":0.9968000054359436,"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":0.9968000054359436,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.986299991607666,"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/T11005","display_name":"Radiation Effects in Electronics","score":0.9836999773979187,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/static-random-access-memory","display_name":"Static random-access memory","score":0.8234888315200806},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7174211144447327},{"id":"https://openalex.org/keywords/random-access-memory","display_name":"Random access memory","score":0.603410005569458},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.6023914813995361},{"id":"https://openalex.org/keywords/memory-management","display_name":"Memory management","score":0.5342632532119751},{"id":"https://openalex.org/keywords/power-demand","display_name":"Power demand","score":0.48802652955055237},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.42711341381073},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4233139157295227},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.4153990149497986},{"id":"https://openalex.org/keywords/low-power-electronics","display_name":"Low-power electronics","score":0.41496068239212036},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.36058688163757324},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3598978519439697},{"id":"https://openalex.org/keywords/semiconductor-memory","display_name":"Semiconductor memory","score":0.35519105195999146},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3299027979373932},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.23347076773643494},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09246814250946045}],"concepts":[{"id":"https://openalex.org/C68043766","wikidata":"https://www.wikidata.org/wiki/Q267416","display_name":"Static random-access memory","level":2,"score":0.8234888315200806},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7174211144447327},{"id":"https://openalex.org/C2994168587","wikidata":"https://www.wikidata.org/wiki/Q5295","display_name":"Random access memory","level":2,"score":0.603410005569458},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.6023914813995361},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.5342632532119751},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.48802652955055237},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.42711341381073},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4233139157295227},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.4153990149497986},{"id":"https://openalex.org/C117551214","wikidata":"https://www.wikidata.org/wiki/Q6692774","display_name":"Low-power electronics","level":4,"score":0.41496068239212036},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.36058688163757324},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3598978519439697},{"id":"https://openalex.org/C98986596","wikidata":"https://www.wikidata.org/wiki/Q1143031","display_name":"Semiconductor memory","level":2,"score":0.35519105195999146},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3299027979373932},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.23347076773643494},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09246814250946045},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/tdsc.2024.3382630","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2024.3382630","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Dependable and Secure Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1511814458","https://openalex.org/W1557855942","https://openalex.org/W1593348080","https://openalex.org/W1873763122","https://openalex.org/W1981029888","https://openalex.org/W2016391673","https://openalex.org/W2022097286","https://openalex.org/W2042946599","https://openalex.org/W2071702404","https://openalex.org/W2091815328","https://openalex.org/W2094643138","https://openalex.org/W2146410479","https://openalex.org/W2532967691","https://openalex.org/W2737489920","https://openalex.org/W2755942614","https://openalex.org/W2806185338","https://openalex.org/W2889347940","https://openalex.org/W2906916807","https://openalex.org/W2911994626","https://openalex.org/W3085008348","https://openalex.org/W3096074096","https://openalex.org/W3128308770","https://openalex.org/W3194056411","https://openalex.org/W3207043197","https://openalex.org/W4225637091","https://openalex.org/W4249192582","https://openalex.org/W4255574744","https://openalex.org/W4311165841","https://openalex.org/W4388240299","https://openalex.org/W4389104720","https://openalex.org/W6602201320","https://openalex.org/W6742396582","https://openalex.org/W6758745068","https://openalex.org/W6765516245","https://openalex.org/W6852252792"],"related_works":["https://openalex.org/W2543349409","https://openalex.org/W1542948717","https://openalex.org/W3209704453","https://openalex.org/W2065778483","https://openalex.org/W1992635254","https://openalex.org/W2024190459","https://openalex.org/W2750773311","https://openalex.org/W2917388298","https://openalex.org/W1574951840","https://openalex.org/W1999233125"],"abstract_inverted_index":{"The":[0,114],"software-based":[1,43,130],"implementation":[2,109],"of":[3,102],"differential":[4,34,53],"privacy":[5,35,54,93],"mechanisms":[6,132],"has":[7],"been":[8],"shown":[9],"to":[10,27,32,40,89],"be":[11],"neither":[12],"friendly":[13],"for":[14],"lightweight":[15],"devices":[16],"nor":[17],"secure":[18],"against":[19],"side-channel":[20],"attacks.":[21],"In":[22,38],"this":[23],"work,":[24],"we":[25],"aim":[26],"develop":[28],"a":[29,79],"hardware-based":[30],"technique":[31,120],"achieve":[33],"by":[36,56,133],"design.":[37],"contrary":[39],"the":[41,58,71,74,118],"conventional":[42],"noise":[44,61,65,75],"generation":[45],"and":[46,83,94,105,107,110,147],"injection":[47],"process,":[48],"our":[49],"design":[50,82,104],"realizes":[51],"local":[52],"(LDP)":[55],"harnessing":[57],"inherent":[59],"hardware":[60],"into":[62],"controlled":[63],"LDP":[64],"when":[66],"data":[67,152],"is":[68,76,112,121],"stored":[69],"in":[70,92,151],"memory.":[72],"Specifically,":[73],"tamed":[77],"through":[78],"novel":[80],"memory":[81],"power":[84,95],"downscaling":[85],"technique,":[86],"which":[87],"leads":[88],"double-faceted":[90],"gains":[91],"efficiency.":[96],"A":[97],"well-round":[98],"study":[99],"that":[100,117],"consists":[101],"theoretical":[103],"analysis":[106],"chip":[108,145],"experiments":[111],"presented.":[113],"results":[115],"confirm":[116],"developed":[119],"differentially":[122],"private,":[123],"saves":[124],"88.58%":[125],"system":[126],"power,":[127],"speeds":[128],"up":[129],"DP":[131],"more":[134],"than":[135],"<inline-formula":[136],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[137],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[138],"notation=\"LaTeX\">$10^{6}$</tex-math></inline-formula>":[139],"times,":[140],"while":[141],"only":[142],"incurring":[143],"2.46%":[144],"overhead":[146],"7.81%":[148],"estimation":[149],"errors":[150],"recovery.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}