データセントリックな信頼志向データ流通管理の研究

项目来源

日本学术振兴会基金(JSPS)

项目主持人

妙中 雄三

项目受资助机构

奈良先端科学技術大学院大学

立项年度

2024

立项时间

未公开

项目编号

24K03045

项目级别

国家级

研究期限

未知 / 未知

受资助金额

18590000.00日元

学科

合同審査対象データベース関連、ウェブ情報学およびサービス情報学関連;ウェブ情報学およびサービス情報学関連;データベース関連

学科代码

未公开

基金类别

基盤研究(B)

关键词

信頼性 ; データ流通 ; ネットワーク ; データ信頼 ;

参与者

塚本和也;池永全志;山本寛

参与机构

奈良先端科学技術大学院大学,先端科学技術研究科;九州工業大学,大学院情報工学研究院;九州工業大学,大学院工学研究院;立命館大学,情報理工学部

项目标书摘要:全ての課題が順調に進捗している。課題1は、これまでに価値を損なわない情報の収集・作成手法を検討出来ており、来年度以降はB5Gテストベッド上への実装、及びP4を用いたネットワーク機器における証拠の収集方法について検討出来る予定であるため、順調に進捗していると考える。課題2は、情報システムを扱うユーザとデータの正しさの検証に取り組んでおり、一定の成果を上げている。また付随する仮想化基盤の信頼性を高めるセキュリティ技術にも取り組んでおり、順調に進捗していると言える。課題3では、センサデータの信頼性を検証するために提案した手法を、様々な無線通信規格(ZigBee,Threadなど)に対応した組込み機器に実装している。特に、センサデータの信頼性を検証するために一時的に共通する無線通信規格(BLEなど)に切り替える機能や、オートエンコーダのような組込み機器でも動作する軽量な機械学習技術による解析手法を実装し、その動作の正しさを検証している。課題4では、課題1から3と協力しつつ、アプリケーションとネットワークが取り扱うデータの流通全体を通してデータの信頼性を検証する方法について、予定通り検討を進めている。本研究では、サイバー空間で信頼性の高い情報を流通するデータ流通基盤の実現を目指し、ネットワーク(課題1)、情報システム(課題2)、アプリ(課題3)、データ流通全体(課題4)に対象を分けて研究を行っている。課題1では、5G/B5G RANの無線環境情報を取得可能なRIC(Radio · · · Research at · ·

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  • 5.Se···e ···er···d ···ri···ac···iz···on···a ···ic···o-···ic···od···Sh···li··

    • 关键词:
    • Agglomeration;Cryptography;Data accuracy;Data acquisition;Data aggregation;Data collection;Data privacy;Learning systems;Location;Matrix algebra ;Recommender systems;Aggregation methods;Device modelling;Distributed systems;Location based;Location data;Location recommendation;Matrix factorizations;Model shuffling;Privacy concerns;Training epochs
    • Sa···a,···is···Ho···in···el···;T···ak···Yu···Ra···n,···hb···r;···ob···sh···Yo···
    • 《IE···Ac···s》
    • 2025年
    • 13卷
    • 期刊

    Lo···io···as···Re···me···ti···Sy···ms···BR···us···ev··· l···ti···da···to···gg··· n···by···te··· r···au···ts···nd···in···of···te···t.···nc···ir···ly···ll···in···oc···on···ta···om···er···an···is···ri···y ···ce···, ···re··· g···in···nt···st··· b···di···re···me···ti···sy···ms···se···n ···er···d ···rn··· (···. ···er···, ···am···rs··· r···mm···at··· m···l ···rn···on···ch···er···de···e ··· c···ec··· o··· s···le···rv···to···il···gg···at···mo···. ···le··· d··· n···ra··· p···ac···on···ns···ou···at···ol···ti···si··· i···oe···ot···ll··· u··· d··· d···ct··· i···ay···ns···ct···fa···mo···s ···t ···ea···ly···co···nd···ec···c ···at···s.···th···h ···re···e ···in··· m···od···o ···ie···fa···re···me···ti··· t··· p···en···uc···ia···th···re···re···re···ai···g ···ch···ha···su··· I···L,···ma···io···se···r ··· i···r ··· o···in···lo···io···at···y ···ti···us···tr···in··· s···if···us···s ···am···r ···at··· a···th···nf···nc···cc···cy···cr···es···op···io···ly···th···e ···be···f ···in··· e···hs···hi···ea···th···ac···vi···fa···lo···io···ec···en···io···in··· p··· t···or···na···at···t ···k.··· t··· p···r,··· d···gn···no··· p···me··· a···eg···on···th···to···il···ai···nd···cu···FL···co···nd···on···de··· I···he···op···d ···re···io···et···, ···rs···ch···e ···am···rs···th···ch···he···ef··· m···l ···re···io···o ···ve···ma···io···se···rs···om···fe···ng···e ···gi··· d···. ···n ···a ···ve···ad···sa··· c···in···sl···ra··· a···ec···c ···r’···ev···, ···ca···t ··· p···me···s ···m ··· s··· u···, ···s ···ve···ng···fe···ce··· t···or···na···oc···on···ta···n ···er···nt···su···de···st···ed···at···e ···po··· m···od···n ···uc···ra···ng···me···il···ai···in··· t···sa···ac···ac···s ···om···hi···nc···ti···ap···ac···© ···3 ···E.

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  • 6.Wi···es···on···io···wa···Ad···iv···ra···is···n ···tr···Me···d ··· M··· F···es

    • 关键词:
    • Adaptive transmission;Deterioration;Quality control;Quality of service;Wireless local area networks (WLAN);Adaptive transmission control;Application performance;Communication infrastructure;Condition;Control methods;Local areas;MPEG;MPEG frames;QUIC;WI;FI
    • Se···a,···sa···Ta···ka···uz···su···ot···Ka···a
    • 《14···IE···Gl···l ···fe···ce··· C···um···El···ro···s,···CE···25》
    • 2025年
    • September 23, 2025 - September 26, 2025
    • Os···, ···an
    • 会议

    Wi···es···oc···Ar···Ne···rk···LA··· h··· b···me··· i···ea···gl···ss···ia···om···ic···on···fr···ru···re···ow···r,···ei···ua···y ···of··· u···ab···du···o ···to···li···ob···cl···an···oe···ti···co···ni···io··· T··· i···ab···ty···gr···s ···li···io···er···ma···. ···pi···th··· a···ic···on···on···ue··· s··· d··· w···ou···on···er···on··· t···e ···ct···io···an···ir···ss···ng···io···Th···no···nl···or···s ···ge···on···t ···o ···th···de···io···es···e ···li···of···rv··· e···ri···ed··· e···us···. ···eo···, ··· p···ic···an···ed··· A···ss···nt··· (···) ···er···ra···it···ta···if···ly···ga···es···f ··· v···e ···th···pp···at···. ···a ···ul···th···os···f ···h-···ue···ta···n ···d ···si···fi···t ···er···at··· i···pp···at··· q···it···To···dr··· t··· i···e,··· p···os··· t···sm···io···on···l ···ho···ha···yn···ca··· s···ct···nd···an···ts···ly···it···l ···a ···ed··· b··· t···wi···es···nv···nm··· a···th···at··· v···e.···r ···dy···cu··· o···PE···id···st···mi··· u···g ··· M··· s···ct··· t···ss··· p···ri···s.··· i···gr···ng···is···ch···sm···th···e ···C ···ns···t ···to···, ···ch···n ···tr···fr··· t···sm···io···si···ap···ca···n-···er···fo···ti··· w···im··· r···ce···ne···sa···tr···mi···on···nd···es···e ···eo···al··· u···r ···ge···d ···di···ns···im···ti···re···ts···ow···at···e ···po··· m···od···du··· f···e ···ns···si···de··· b···p ···36···nd···co···st···wi···es···on···io··· ©···25···EE·

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  • 7.Gr···h ···it···ng···ns···Ne···rk···st···fo···up···ti···Op···ti··· o···qu···ni··

    • 关键词:
    • Fish ponds;Agricultural system;Aquaponic;Growth monitoring;Individual identification;Monitoring sensors;MQTT;Nitrogen cycles;Production outputs;Sensor network systems;Sensors network
    • Yu···i,···mo···Mi···i,···de···;Y···mo··· H···sh·
    • 《20···IE···In···na···na···on···en···on···ns···r ···ct···ic···IC···20··》
    • 2025年
    • January 11, 2025 - January 14, 2025
    • La···eg··· N···Un···d ···te·
    • 会议

    In···ce···ye···, ···en···e ···ec··· a···st···e ···d ···pl···aq···on··· i···ai···g ···en···n.···e ···ap···cs··· a···ve···gr···lt···l ···te···ha···nt···at···hy···po···s ··· a···cu···re···d ···li··· t···ni···ge···yc···fa···it···d ···fi··· p···ts···nd···ct···a ···ho···th···ee···or···st···de···Ho···er···he···na···en···f ··· a···po···s ···ch···en···g ···au···th···it···en···cl···ho··· c···fu··· b···pt···ze···o ···to···xi···e ··· p···uc···n ···pu···f ··· f··· a···pl···s.···is···g ···di···pr···se···sy···m ···t ···om···s ··· c···ro···f ···ap···cs···st···, ··· d··· n···su···rt··· a···ma···al···es···at···is···nd···an···ro···. ···re···e,··· p···os··· s···em···at···t ···y ···su··· e···ro···nt···co···ti··· s··· a···at···te···ra···e ··· p···bu···ls···st···te···he···ze··· p···ts···d ···h ···as···s ···th···th···on···io···f ··· f···d ···ap···pr···e ··· t··· o···ot···o ···ti···us···mo···or···e ···wt···f ···h,···e ···po··· s···em···cl···s ···is···de···fi···io···ea···e ··· a···st···ti···fe···re··· t···le···h ···ea···fi···ba··· o···ma··· c···ur···by···st···o ···er···Fu···er···e,··· o···r ···sh··· t···co···ct···an···st···te···nf···at··· a···g ··· f···ds···he···op···d ···te···s ···ip··· w··· a···cu···da···sh···ng···st···ba··· o···ec··· M··· m···l.···20···IE···

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  • 8.Re···bi···y ···if···ti···Me···d ··· S···or···ta···se···n ···la···at··· o···et···ge···us···re···s ···so···et···ks

    • 关键词:
    • ;Adjacent nodes;Data reliability;Data reliability verification;Interaction of sensor network;Sensors data;Sensors network;Temporal networks;Time series characteristic;Verification method;Wireless sensor
    • Zh···, ···ti···Ya···ot···Hi···hi
    • 《39···In···na···na···on···en···on···fo···ti···Ne···rk···, ···IN···25》
    • 2025年
    • January 15, 2025 - January 17, 2025
    • Ka···ry···ll···Ch···g ···, ··· 4···-4···mm···ae··· R···, ··· 1···Su···p,···an···Ch···g ···, ···il···
    • 会议

    Ef···ts···wa··· t···re···za···n ···sm··· c···es···e ···ni···in···as··· a···nt··· t···mp···e ··· e···ci···y ··· c···or···f ···ia···ct···ti··· T···sm··· c···es···e ···lt··· t···Io···ys···s ···t ···he···nd···al··· v···ou···en··· d··· f··· d···er··· p···s ···th···it···Th···ir···ss···ns···ne···rk···re···se···al···r ···st···ti···th···oT···st··· b···ha···va···us···ln···bi···ie···e.··· d··· t···er···, ···es···pp···) ···th···nt···it···f ··· s···or···ta···e ···th···pe···ss··· w···le···co···ni···io···Th···xi···ng···ud···ro···es···sy···m ··· d···ct··· a···al··· i···he···ns···da···by···ri···ng···e ···re···es···f ··· t···-s···es···ar···er···ic···Ho···er···t ···di···cu···fo···he···is···g ···te···o ···ec···tt···s ···t ···pe···it···he···ns···da···to···mu···e ··· r···is··· p···er···f ··· t··· s···es···he···or···in···is···ud···we···su···th···se···r ···es···ys···ll···lo···in···ox···ty···n ···er··· s···or···ta···th···mi··· i···rm···on···nd···op··· a···w ···ho···o ···ur···he···te···ty··· t···se···r ···a ···en···in···od···pa···ci···in···n ···fe···t ···so···et···ks··· c···ab···te···th···e ···ac··· n···s ···ve···y ··· d···. ···n ···mu···pl···ir···ss···ns···ne···rk···se···ff···nt···mm···ca···n ···to···s ···g.···ig···, ···ea··· n···by···ns···no··· c···te···ra···y ···ng···he···de···.g···BL···to···rm···te···ra···et···k ··· d··· v···fi···io···Wi···n ··· t···or···ne···rk···ac···en··· n··· s···es···s ···a ···h ···ac··· n···s ···th···th···ne···rk···an···om···es···me···ri···ch···ct···st··· t···ns··· t···in···ri···of···e ···so···at···© ···5 ···E.

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  • 9.Ex···de···CM···ro···ol···th···me···mi··· V···ok··· f···Au···at···Or···iz···on···li···io·

    • 关键词:
    • Carrier sense multiple access;Automated certificate management environment;Certificate management;Internet communication;Management environments;Organization validation certificate;Public key infrastructure;Time limited;Validation process;Verifiable credential;Web servers
    • Oo··· T···Sa···a,···is···Ab···Ry···ke···en···, ···o;···ob···sh···Yo···;S···ki···hi···a
    • 《39···In···na···na···on···en···on···fo···ti···Ne···rk···, ···IN···25》
    • 2025年
    • January 15, 2025 - January 17, 2025
    • Ka···ry···ll···Ch···g ···, ··· 4···-4···mm···ae··· R···, ··· 1···Su···p,···an···Ch···g ···, ···il···
    • 会议

    Th···ub··· K···In···st···tu···(P··· p···s ···es···ti···ro···in···cu···g ···er··· c···un···ti··· b···na···ng···rt···ca···Au···ri···s ···s)··· i···e ··· c···if···te···o ··· s···er···Th··· c···if···te···na··· b···se···to···th···ic··· w···se···rs···ho··· t···r ···ir···on···n ···ru···we···te···ai···il···. ···mi···at···he···ob···, ··· A···ma··· C···if···te···na···en···nv···nm··· (···E)···ot···l ···om···s ···ti···at···ss···ce···d ···ai···er···ic···on···ow···r,···ga···at··· V···da···n ···) ···ti···at···an···me···is···t ···om···d ···au···or···iz···on···li···io···nv···es···li···in···n ···an···ti···s ···al···at···an···nt··· t··· a···ma···ll···on···te···an···re···al···gi···to···to···e.···is···pe···ro···es··· e···nd···AC···pr···co···si···Ve···ia··· C···en···ls···Cs···o ···om··· o···ni···io···al···ti··· V···ar···ig···ll···ig··· c···en···ls···su···by···us··· a···or···es···nt···in···er···ab···in···ma···n,···ch··· i···ti···or···uc···on···qu···fi···io··· R···in··· p···io···y ···ue···C ··· o···ni···io···al···ti···ca···os···ig···ic··· r···s ···po···ti···y ···bl··· m···ci··· a···rs··· b···ss···e ···id···on···oc···. ··· p···os···pr···co···ol··· t··· c···le··· b···or···g ···li··· r···es···g ···OV···rt···ca···to···ta···a ···rt···ve···C ···er···it···in···he···ga···at··· v···da···n ···ce··· t···eb···im···ng···e ···se··· V···nd···ev···in···na···or···d ···. ··· e···ri···ta···es···s ···on···at···ha···hi···ro···ol···ha···s ···ur··· b···re···ti···mi···e ···in···id··· w···e ···im···ng···la···in···rt···ca···is···nc···© ···5 ···E.

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  • 10.Sp···er···en···ic···on···r ···-E···De···es··· S···re···ic···io···ri···ol···on···r ···il···an···g

    • 关键词:
    • Authentication;Banking;Biometrics;Crime;Cryptography;Deep learning;Mobile security;Network security;Speech recognition;Antispoofing;Biometric authentication;End-devices;Financial inclusions;Liveness detection;Mobile bankings;Resourceconstrained devices;Speaker identification;Voice biometric authentication;Voice biometrics
    • Ol···to···Oy···le···ye···e;···na··· Y···;K···ba···hi···ou··
    • 《11···IE···In···na···na···on···en···on···iv··· C···ut··· a···Da···Se···it···PC···20··》
    • 2025年
    • August 1, 2025 - August 4, 2025
    • Ha···at···Ja···
    • 会议

    Th···is···f ··· m···le···a,···pe···ll···it···he···ai···il··· o···he···te···t,···s ···ni···an··· c···ri···ed··· t···gr···h ···mo···e ···ki··· e···nc··· f···nc··· i···us···, ···ti···ar···am··· u···rs···ed···pu···io··· H···ve···re···nc···n ···ic···bi···de···es···th··· a···nc···bi···tr···se···it···ea···es···po··· u···s ···ri··· o···in···ia···ra··· u···th···ze···cc···t ···es···an···de···ty···ef···Th···st··· i···od···s ···ig···ei··· s···ke···de···fi···io···ys··· t···or···to···pr··· t···se···it···f ···il···an···g ···lo···es···ce···vi···me···. ···ut···zi···vo··· b···et··· a···en···at···, ··· s···em···nf···s ··· u···'s···en···y ···ou···th··· v···e ···th···nd··· e··· t···sa···on···ns···ng···at···ly···e ···ho···ed···er···n ···pl··· t···tr···ac···n ···n ···th··· P···on···Id···if···ti···Nu···r ···N)··· c···ro···ed···he···st···co···ne···dv···ed···ep···ar···g ···el···su···as···is···-l···e-···an···mp···iz···Ch···el···te···on···ro···at···, ··· A···eg···on··· T··· D···y ···ra···et···k ···AP···DN··· t···xt···t ···ai··· v···e ···tu···, ···lu···g ···gu···ic···tt···s ··· u···ue···ea··· t···ts···ns···ng···gh···cu···y ··· r···ab···ty··· r···-t··· i···ti···at···. ···it···al··· l···ne···de···ti···is···te···te···o ···en···ga···t ···an··· s···fi··· f···he···nh···in···ys··· s···ri··· E···ua···ns··· r···-w···d ···a ···on···at···he···st···s ···us···er···ma···, ···ie···g ···59···cc···cy···9.···% ···ci···n,···d ···Eq··· E···r ···e ···R)··· 0···17···al···ti···th···ys···'s···ac···al··· i···on···ai··· e···ro···nt···it···t ···ui···g ···en···e ···pu···io··· r···ur···. ···s ···ut··· p···id···a ···la··· a···se···e ···ce···th···ic···on···th···th···is···rt···la··· b···fi···l ··· u···rs···ed···mm···ti··· a···nc··· b··· m···le···nk··· s···ri···an···in···ia···nc···io···© ···5 ···E.

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