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Web Application Hardening ① (Boot Camp 2020)
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Recruit Technologies
August 21, 2020
Technology
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Web Application Hardening ① (Boot Camp 2020)
2020年度リクルート新人ブートキャンプ エンジニアコースの講義資料です
Recruit Technologies
August 21, 2020
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Transcript
8FC"QQMJDBUJPO)BSEFOJOHᶃ #PPU$BNQ ౻ݪ ,P'VKJXBSB ʢגʣϦΫϧʔτɹϓϩμΫτ౷ׅຊ෦ɹϓϩμΫτ։ൃ౷ׅࣨɹΤϯδχΞ ϦϯάࣨɹϓϩμΫςΟϏςΟΤϯδχΞϦϯά෦ɹϓϥοτϑΥʔϜηΩϡ ϦςΟάϧʔϓ
‣౻ݪ LPGVKJXBSB ‣৽ଔೖࣾ Ͱ͢ʂ ‣ओʹϞόΠϧͷηΩϡϦςΟΛݟ͍ͯ·͢ʂ ‣झຯήʔϜͱ͔ڝٕϓϩάϥϛϯάͱ͔$5'ͱ͔ͬͯ·͢ʂ XIPBNJ 2
ʢגʣϦΫϧʔτɹϓϩμΫτ౷ׅຊ෦ɹϓϩμΫτ։ൃ౷ׅࣨ ΤϯδχΞϦϯάࣨɹ ϓϩμΫςΟϏςΟΤϯδχΞϦϯά෦ϓϥοτϑΥʔϜηΩϡϦςΟάϧʔϓ
)BSEFOJOHͱʜʁ 3 8FC"QQMJDBUJPO)BSEFOJOH 8FCΞϓϦέʔγϣϯΛ ݎ࿚Խ͢Δ
࠷ڧͷݎ࿚Խ 4 αʔόʔΛམͱͨ͠Β σʔλ͕࿙Ӯ͠ͳ͍ ҆શͩͶʂ
࠷ڧͷݎ࿚Խ 5 αʔόʔΛམͱͨ͠Β σʔλ͕࿙Ӯ͠ͳ͍ ҆શͩͶʂ ڐ͞Εͳ͍ ϦεΫʁ Մ༻ੑʁ
)BSEFOJOHͱʜʁ 6 8FC"QQMJDBUJPO)BSEFOJOH 8FCΞϓϦέʔγϣϯΛ ݎ࿚Խ͢Δ ཁ݅Λຬͨͭͭ͠
‣ΞϓϦΛཁ݅Λຬͨͭͭ͠ɺݎ࿚ʹͯ͠Β͍·͢ɻ ‣ΦϦδφϧͷ8FCΞϓϦͷ੬ऑੑΛ୳͠ग़͠ɺνʔϜʹผ Εͯमਖ਼͠·͢ɻ ‣ߨٛͷճͷޙɺमਖ਼ͨ͠8FCΞϓϦʹߨࢣਞ͕߈ܸΛ ֻ͚ͯɺमਖ਼ঢ়گͷϞχλϦϯάΛ͠·͢ɻ ͜ͷݚमͷ֓ཁ 7
ߨٛͷεέδϡʔϧ 8 ߨٛͷઆ໌ ڥߏங ͓னٳΈ ݄ ੬ऑੑͷݕࠪ
੬ऑੑͷमਖ਼ Ր ੬ऑੑͷमਖ਼ ͓னٳΈ ੬ऑੑͷղઆ
‣ˢ্هͷج४Ͱͬ͘͟ΓνʔϜ͚͠·͠ΐ͏ νʔϜߏ 9 $5'8FC୲ɺϋʔσχϯάܦݧऀ 42-JOKFDUJPOɺ944ͳͲͷ੬ऑੑΛ߈ܸͨ͜͠ͱ͕͋Δରࡦͨ͜͠ͱ͕͋Δ ΄ͲͰͳ͍͕ɺฉ͍ͨ͜ͱ͋Δɺ͍ͬͯΔ ʹͯ·Βͳ͍
‣QIQͰ࡞ΒΕͨ؆қ&$αΠτ ‣ιʔείʔυ(JU)VCʹஔ͍͍ͯ·͢ɻ 8FCΞϓϦʹ͍ͭͯ 10 6CVOUV 7VF 1IQ -BSBWFM *NBHFNBHJDL .BJMI)PH
ͳͲͳͲʜ
‣αʔόʔ͔Β࣮ࡍʹϝʔϧૹ৴͞Ε·ͤΜɻ ‣ϝʔϧΛૹ৴͠Α͏ͱͨ͠ܗ.BJM)PHͰ֬ೝͰ͖·͢ɻ ࠓճ͜ͷ.BJM)PHͷը໘Ͱϝʔϧͷ֬ೝΛ͍ͯͩ͘͠͞ɻ ϝʔϧͷ֬ೝํ๏ 11
‣%PDLFSΛΠϯετʔϧ͢Δ ‣EPDLFSDPNQPTFΛΠϯετʔϧ͢Δ ͋Δͱศར ϩʔΧϧڥͷඋํ๏%PDLFS 12 $ brew install docker $
brew cask install docker $ open /Applicastions/Docker.app $ brew install docker-compose
"࠷ͰϩʔΧϧڥͰಈ͔ͯ͠Έ͍ͨਓ͚ 13 $ docker pull kofujiwara/ponkotsu_store:latest $ docker run -d
--rm -p 80:80 --name ponkotsu_store kofujiwara/ponkotsu_store
‣EPDLFSDPNQPTF͢Δ #ιʔείʔυͷมߋΛϦΞϧλΠϜʹө͍ͤͨ͞ਓ͚ 14 $ gcloud source repos clone ponkotsu_store --project=rtc-
bc2020-security-? # ?ʹa,b,c,d͕ೖΓ·͢ $ cd ponkotsu_store $ docker-compose up # ϩʔΧϧͰಈ͔͍ͨ͋͠ͳͨʹ ͜ͷϦϙδτϦΛQVTI͢ΔͱࣗಈతʹϦϞʔτڥ͕Ξοϓσʔτ͞Ε·͢ʂ
‣%PDLFSDPNQTFVQ͕Α͠ͳʹͬͯ͘ΕΔͷͰɺQIQϑΝ Πϧͷมߋࣗಈతʹө͞Ε·͢ɻ ‣WVFΛมߋͨ͠߹ɺOQNSVOQSPEΛΕͣʹɻ #ιʔείʔυΛมߋͨ͠ͱ͖ 15 $ # gitͷτοϓσΟϨΫτϦͰ $ cd
src $ npm run prod
‣IUUQMPDBMIPTU ‣IUUQMPDBMIPTUNBJMIPH $IFDLҎԼͷ63-ʹΞΫηεͯ͠Έ͍ͯͩ͘͞ 16 දࣔ͞Ε·͔ͨ͠ʁ OBNFBENJO QBTTXPSEQBTTXPSE ͰϩάΠϯͰ͖·͢
‣ଞͷडߨऀʹରͯ͠߈ܸΛֻ͚ͳ͍͜ͱ ‣ීஈͷύεϫʔυϝʔϧΞυϨεΛ༻͠ͳ͍͜ͱ ‣ߨٛͷղൿີʹ͢Δ͜ͱ ԋशظؒத1VCMJDͳ(JU)VCͳͲͰཧͯ͠0,Ͱ͕͢ɺԋशऴྃޙ 1SJWBUFʹ͍ͯͩ͘͠͞ɻ ‣ࣗशଞͷߨٛதʹ͠ͳ͍Ͱ͍ͩ͘͞ʂ ҙࣄ߲ 17
ݕࠪରͱ͢Δ੬ऑੑ 18 ‣ݕࠪର5$1͔ΒΞΫηεͰ͖Δ.BJM)PHΛআ͍ͨͯ͢ͷػೳʹͳΓ·͢ ࣮ࡍʹϝʔϧૹ৴͞Ε·ͤΜ͕ɺૹ৴͞Ε͍ͯΔͱࢥͬͯ։ൃ͍ͯͩ͘͠͞ɻ ࣾωοτϫʔΫ͔Β֎ʹϝʔϧ͕ૹ৴͞ΕΔػೳΛ࡞Δ͜ͱ͕͔ͬͨ͠ͱ͍ ͏എܠ͕͋Γ·͢ɻ ‣ຊߨٛͰɺϏδωεϦεΫͷߴ͍੬ऑੑͷΈΛݕࠪͷରͱ͠·͢ɻ wҙίʔυ࣮ߦ
wҙ04ίϚϯυ࣮ߦ wҰൠϢʔβʔʹଞͷϢʔβʔͷݸਓใ͕࿙Ӯ ϝʔϧΞυϨεɺύεϫʔυϋογϡ wཧऀʹଞͷϢʔβʔͷฏจύεϫʔυ͕࿙Ӯ wσʔλϕʔεෆਖ਼ૢ࡞ wଞਓͷϢʔβʔʹͳΓ͢·͕ͯ͠ߪೖͰ͖Δ wߴΛෆਖ਼ʹૢ࡞͢Δ͜ͱ͕Ͱ͖Δ wෆਖ਼ͳߪೖ ߴෆͳͷʹങ͑ΔͳͲ wαʔόʔͷҙͷϑΝΠϧ͕ಡΈग़ͤΔ ྫFOW͕ಡΈऔΕͨΒμϝ wଞͷϢʔβʔͷϒϥβͰҙͷKBWBTDSJQU͕࣮ߦͰ͖Δ
‣ຊߨٛͰɺҎԼͷऑ͕ଘࡏͨ͠ͱͯ͠औΓѻ͍·ͤΜɻ ؾʹ͠ͳ͍ऑ 19 wτʔΫϯ͕ແظݶ༻Մೳ wτʔΫϯ͕࠶ར༻Մೳ w$PPLJF͕)5510OMZͰͳ͍ w$43'τʔΫϯ͕ͳ͍ wαʔόʔͷϦιʔεΛաফඅ͢Δ͜ͱʹΑΔ%P4߈ܸ wηογϣϯτʔΫϯ͕ແظݶ༻Մೳ wϩάΠϯ࠶ࢼߦ࣌ؒͷ੍ݶ͕ͳ͍
8FC"QQͷ༷ॻ ΞϓϦͷ༷େࡶͳͷͰ͢ɻ ΞϓϦΛݎ࿚ʹ͢Δ্Ͱඞཁ͕͋Εɺେ͖ͳ༷มߋΛΘͳ͍ൣғͰ มߋͯ͠ߏ͍·ͤΜɻ ΞϓϦͷςετਓྗͰߦ͍·͢ɻ /05&
༗ޮͳ ηογϣϯ*% Λ͍࣋ͬͯͳ͍ ߹ '4ϩάΠϯը໘ '4τοϓը໘ ࣍ϖʔδ '4ύεϫʔυΕ '4Ϣʔβʔ࡞ը໘ ˞
ෆਖ਼ϦΫΤετ૬ޓʹҠಈ͢ΔϘλϯͰ ࠶ͼಉ͡ը໘ʹભҠ͢ΔՄೳੑ͕͋Γ·͕͢লུ͍ͯ͠·͢
'4τοϓը໘ '4ৄࡉϖʔδ '4ߪೖը໘ '4 ϩάΠϯը໘ '4ཧऀը໘ '4Ϣʔβʔϖʔδ ˞ ෆਖ਼ϦΫΤετ૬ޓʹҠಈ͢ΔϘλϯͰ ࠶ͼಉ͡ը໘ʹભҠ͢ΔՄೳੑ͕͋Γ·͕͢লུ͍ͯ͠·͢
‣ϩάΠϯ໊ͱύεϫʔυͰϩάΠϯՄೳͱ͢Δɻ ‣ϩάΠϯϘλϯΛԡ͢ͱɺϩάΠϯ ' Λϙετ͢Δ ‣ϩάΠϯ ' ͕ਖ਼ৗऴྃͨ͠Βɺτοϓը໘ʹભҠ͢Δ ‣ϩάΠϯ ' ͕ҟৗऴྃͨ͠Βฦ٫͞ΕͨΤϥʔจݴΛදࣔ
͢Δɻ ‣τοϓը໘ '4 ʹભҠ͢Δ '4ϩάΠϯը໘ MPHJO 23
'ϩάΠϯ"1* 1045BQJMPHJO 24 1045BQJMPHJO ϦΫΤετϘσΟ VTFSϩάΠϯ໊ ඞਢɾจࣈྻ QBTTXPSEύεϫʔυ ඞਢɾจࣈྻ
Ϩεϙϯείʔυ ਖ਼ৗऴྃ ҟৗऴྃ ϨεϙϯεϘσΟ ਖ਼ৗऴྃ࣌ TFTTJPO@JEηογϣϯ*% BENJOཧऀ ͦΕҎ֎ ҟৗऴྃ࣌ NFTTBHFࣦഊཧ༝ උߟ ηογϣϯ*%Λ$PPLJFʹه͢Δ BENJOΛϩʔΧϧετϨʔδʹอଘ͢Δ
‣༗ޮͳηογϣϯ*%Λอ༗͍ͯ͠ͳ͍߹ɺϩάΠϯը໘ '4 ʹભҠ͢Δ ‣ը໘දࣔ࣌ɺҰཡऔಘ"1* ' Λୟ͍ͯɺͷҰཡΛऔಘɾදࣔ͢Δ ‣ݕࡧϘλϯΛԡ͢ͱɺݕࡧͨ͠จࣈྻΛؚΉͷΈΛߜΓࠐΈɺͳ͓͔ͭஈॱͰιʔτ͢Δ '
ιʔτͷঢॱ߱ॱஈॱϑΥʔϜͰબͨ͠ͷʹͳΔ ‣Λબ͢Δͱɺৄࡉϖʔδ '4 ʹભҠ͢Δ ‣"%.*/ϘλϯͰཧऀը໘ '4 ɺϩάΞτϘλϯΛԡ͢ͱϩάΞτ ' ɺӈ্ͷΞΠίϯΫϦοΫͰϢʔ βʔϖʔδ '4 ʹભҠ͢Δ '4τοϓը໘ 25
'औಘ"1* (&5BQJHPPET 26 (&5BQJHPPET Ϩεϙϯείʔυ ϨεϙϯεϘσΟ (PPETߜΓࠐΜͩͷϦετ ‣
JE*% ‣ UIVNCOBJMͷαϜωΠϧͷϑΝΠϧ໊ ‣ QSJDFՁ֨ ‣ EFTDSJQUJPOͷઆ໌
'ը૾औಘ"1* (&5BQJJNBHF 27 (&5BQJJNBHF ΫΤϦύϥϝʔλ pMFऔಘ͢ΔϑΝΠϧ໊ ඞਢ
Yը૾ͷԣ෯ ҙɾจࣈྻ Zը૾ͷॎ෯ ҙɾจࣈྻ Ϩεϙϯείʔυ ਖ਼ৗऴྃ࣌ ҟৗऴྃ࣌ ϑΝΠϧ͕ଘࡏ͠ͳ͍ ϨεϙϯεϘσΟ ը૾ͷόΠφϦσʔλ
‣ͷৄࡉใΛऔಘ͠ ' ɺͷը૾ɺ໊ɺͷஈɺϨϏϡʔΛදࣔ͢Δɻ ‣ߪೖը໘ਐΉϘλϯΛԡ͢ͱɺߪೖը໘ '4 ભҠ͢Δɻ ‣ϨϏϡʔΛॻ͘ϘλϯͰɺϨϏϡʔΛॻ͘μΠΞϩάΛදࣔ͢Δɻ ૯߹ධՁͷΛΫϦοΫ͢Δ͜ͱͰɺධՁΛมߋ͢Δ͜ͱ͕Ͱ͖Δ
ϨϏϡʔΛهೖ͠ɺૹ৴͢ΔϘλϯΛԡ͢͜ͱͰɺϨϏϡʔΛૹ৴͢Δ ' ͜ͱ͕Ͱ͖Δ ‣ϨϏϡʔ0QFO(SBQI1SPUPDPMʹରԠ͍ͯͯ͠ɺ63-ΛషΔͱը૾ΛҰͭදࣔ͢Δ '4ৄࡉϖʔδ HPPET\HPPET@JE^ 28
'ৄࡉऔಘ"1* (&5BQJHPPET\*%^ 29 (&5BQJHPPET\JE^ Ϩεϙϯείʔυ ਖ਼ৗऴྃ ҟৗऴྃ *%͕ଘࡏ͠ͳ͍ ϨεϙϯεϘσΟ
ਖ਼ৗऴྃ࣌ JE*% UJUMFλΠτϧ EFTDͷઆ໌ UIVNCOBJMͷը૾ϑΝΠϧ໊ QSJDFՁ֨ SFWJFXTϨϏϡʔҰཡͷϦετ ‣ SBUJOHϨϏϡʔͷϨʔςΟϯά ‣ NFTTBHFϨϏϡʔจݴ ‣ OBNFϨϏϡʔऀ ‣ VQEBUFE@BUϨϏϡʔ ҟৗऴྃ࣌ ͳ͠
'ϨϏϡʔߘ"1* 1045BQJSFWJFX 30 1045BQJSFWJFX ϦΫΤετϘσΟ HPPE*E ඞਢɾ
NFTTBHFϨϏϡʔϝοηʔδ ඞਢɾจࣈྻ SBUJOHϨʔτ ඞਢɾɾҎ্ҎԼ Ϩεϙϯείʔυ ਖ਼ৗऴྃ ҟৗऴྃ *%͕ଘࡏ͠ͳ͍ ϦΫΤετ͕ෆਖ਼ ϨεϙϯεϘσΟ ਖ਼ৗऴྃ࣌ͳ͠ ҟৗऴྃ࣌ NFTTBHFࣦഊཧ༝
‣Ϣʔβʔ໊ɺߴɺใΛऔಘ͠ ' ' දࣔ͢Δɻ ‣ΫʔϙϯͱݸΛબ͠ɺߪೖ͢Δ ' ɻ ΫʔϙϯԿͰ༻Մೳ
ݸʙݸ·ͰೖྗՄೳ ‣ΫʔϙϯݸΛબ͢Δͱɺ߹ܭֹۚΛऔಘ ' ͠ɺը໘ʹө͢Δɻ ‣ߪೖϘλϯΛԡ͢ͱߪೖྃμΠΞϩά͕දࣔ͞ΕΔɻ '4ߪೖը໘ CVZ\*%^ 31 ߪೖޭμΠΞϩά ߪೖࣦഊμΠΞϩά
'ֹۚࢼܭࢉ"1* (&5BQJESZCVZ 32 1045BQJESZCVZ ΫΤϦύϥϝʔλ HPPE*E*% ඞਢɾ
DPVOUߪೖݸ ඞਢɾ EJTDPVOUׂҾ ඞਢɾ Ϩεϙϯείʔυ ਖ਼ৗऴྃ ҟৗऴྃ ͕ଘࡏ͠ͳ͍ ϨεϙϯεϘσΟ QSJDF߹ܭՁ֨
'ߪೖ"1* (&5BQJCVZ 33 1045BQJCVZ ΫΤϦύϥϝʔλ HPPE*E*% ඞਢɾ
DPVOUݸ ඞਢɾ EJTDPVOUׂҾ ඞਢɾ Ϩεϙϯείʔυ ਖ਼ৗऴྃ ҟৗऴྃ ɾϢʔβʔ͕ଘࡏ͠ͳ͍ ϦΫΤετ͕ෆਖ਼ ϨεϙϯεϘσΟ ਖ਼ৗऴྃ࣌ TUBUVTߪೖՄ൱ CBMBODFߪೖޙߴ QSJDFՁ֨
‣ϢʔβʔͷใΛऔಘ͠ ' ɺ දࣔ͢Δɻ Ϣʔβʔ*% ද໊ࣔ &ϝʔϧΞυϨε
ॴ࣋ۚ ϢʔβʔΞΠίϯը૾ ‣ߪೖཤྺΛऔಘ͠ ' ɺදࣔ͢ Δɻ ໊ ߪೖ࣌ؒ ݸ ߹ܭֹۚ '4Ϣʔβʔϖʔδ VTFS 34
'Ϣʔβʔใऔಘ"1* (&5BQJVTFS 35 (&5BQJVTFS Ϩεϙϯείʔυ ਖ਼ৗऴྃ ҟৗऴྃ ༗ޮͳηογϣϯ*%Λอ༗͍ͯ͠ͳ͍ ϨεϙϯεϘσΟ
ਖ਼ৗऴྃ࣌ JEϢʔβʔ*% FNBJMϝʔϧΞυϨε OBNFϢʔβʔ໊ DPVQPOTอ༗Ϋʔϙϯ*%Ұཡ DPVQPO%FUBJMTอ༗ΫʔϙϯͷৄࡉͷϦετ ‣ JEΫʔϙϯ*% ‣ EJTDPVOUׂҾ ‣ EFTDSJQUJPOΫʔϙϯઆ໌จ BENJOཧऀݖݶΛอ༗͍ͯ͠Δ͔ *DPOΞΠίϯը૾ϑΝΠϧ໊ ҟৗऴྃ࣌ NFTTBHFࣦഊཧ༝ උߟ ༗ޮͳηογϣϯ*%Λอ༗͍ͯ͠Δ͜ͱ
'ߪೖཤྺऔಘ"1* (&5BQJIJTUPSZ 36 (&5BQJIJTUPSZ Ϩεϙϯείʔυ ਖ਼ৗऴྃ ҟৗऴྃ ༗ޮͳηογϣϯ*%Λอ༗͍ͯ͠ͳ͍
ϨεϙϯεϘσΟ ਖ਼ৗऴྃ࣌ IJTUPSZߪೖཤྺͷϦετ ‣ JEߪೖཤྺJE ‣ UJUMF໊ ‣ HPPE@JE*% ‣ VQEBUFE@BUߪೖཤྺ ‣ QSJDFߪೖՁ֨ ׂҾޙ ‣ DPVOUߪೖݸ ҟৗऴྃ࣌ NFTTBHFࣦഊཧ༝ උߟ ༗ޮͳηογϣϯ*%Λอ༗͍ͯ͠Δ͜ͱ
'ϩάΞτ MPHPVU 37 (&5BQJIJTUPSZ Ϩεϙϯείʔυ ϨεϙϯεϘσΟ ͳ͠ උߟ ϩάΠϯ͍ͯ͠ΔϢʔβʔͷηογϣϯ*%Λແޮ
Խ͢Δ͜ͱ
‣ϢʔβʔΛ࡞͢Δ ' ɻ OBNFϢʔβʔ໊ ϝʔϧΞυϨε ࠓճWBMJEͳͷͰͳͯ͘0,
ύεϫʔυ ΞΠίϯը૾ ͳͯ͘0, ‣ϢʔβʔΛ࡞͢ΔϘλϯͰϢʔβʔΛ࡞͢Δɻ ‣Ϣʔβʔ࡞ྃ࣌ʹμΠΞϩάΛදࣔ͢Δɻ ‣ࣦഊ࣌ʹΤϥʔϝοηʔδΛදࣔ͢Δɻ '4Ϣʔβʔ࡞ DSFBUF 38
'Ϣʔβʔ࡞"1* 1045BQJDSFBUF 39 1045BQJDSFBUF ϦΫΤετϘσΟ OBNFϢʔβʔ໊ ඞਢɾจࣈྻ &NBJMϝʔϧΞυϨε ඞਢɾจࣈྻ
QBTTXPSEύεϫʔυ ඞਢɾจࣈྻ Ϩεϙϯείʔυ ਖ਼ৗऴྃ ҟৗऴྃ Ϣʔβʔ·ͨϝʔϧΞυϨε͕ॏෳ͋Δ ͍ೖྗ͕ෆਖ਼͋Δ͍ෆ ϨεϙϯεϘσΟ ਖ਼ৗऴྃ࣌ ͳ͠ ҟৗऴྃ࣌ NFTTBHFࣦഊཧ༝ උߟ Ϣʔβʔ࡞࣌ʹɺొͨ͠ϝʔϧΞυϨεʹର ͯ͠ϝοηʔδΛૹ৴͢Δ
‣ཧऀݖݶݶఆͷΞΧϯτͰϢʔβʔͷશใΛऔಘ ' ͠ɺදࣔɻҎԼΛදࣔ ͢Δɻ Ϣʔβʔ໊ ϝʔϧΞυϨε ϋογϡԽ͞Εͨύεϫʔυ
Ϣʔβʔ࡞࣌ '4ཧऀը໘ BENJO 40
'શϢʔβʔऔಘ"1* (&5BQJVTFSBMM 41 (&5BQJVTFSBMM Ϩεϙϯείʔυ ਖ਼ৗऴྃ ҟৗऴྃ Ϣʔβʔ͕ະϩάΠϯ͋Δ͍ҰൠϢʔβ ʔ
ϨεϙϯεϘσΟ ਖ਼ৗऴྃ࣌ ҎԼͷ༰ͷྻ JEϢʔβʔJE OBNFϢʔβʔ໊ FNBJMϢʔβʔͷϝʔϧΞυϨε QBTTXPSEϢʔβʔͷϋογϡԽ͞Εͨύεϫʔυ DSFBUFE@BUϢʔβʔ࡞࣌ ҟৗऴྃ࣌ උߟ ཧऀݖݶΛ࣋ͭϢʔβʔ͕ɺϩάΠϯ͍ͯ͠Δ ঢ়ଶͷΈදࣔ͞ΕΔ
'4ύεϫʔυΕ GPSHFU 42
'4ύεϫʔυΕ GPSHFU 43 ‣ϝʔϧΞυϨεΛೖྗ͠ϝʔϧΛૹ৴Ϙ λϯΛԡ͢ͱొϢʔβʔʹϝʔϧΛૹ ৴͢Δɻ ' ϝʔϧૹ৴Մ൱ʹؔΘΒ ͣͭ͗ͷը໘
‣ಧ͍ͨϝʔϧͷτʔΫϯΛೖྗ͠ɺτʔ ΫϯΛૹ৴͢ΔϘλϯͰૹ৴͢Δ ' ɻ༗ޮͰ͋Εύεϫʔυೖྗը ໘ભҠ͢Δ ‣৽͍͠ύεϫʔυΛೖྗ͠ɺύεϫʔυ ΛϦηοτ͢ΔϘλϯͰϦηοτ͢Δ ' ɻ
'શϢʔβʔऔಘ"1* 1045BQJGPSHFUTFOE 44 1045BQJGPSHFUTFOE ϦΫΤετϘσΟ FNBJMϝʔϧΞυϨε ඞਢɾจࣈྻ Ϩεϙϯείʔυ ਖ਼ৗऴྃ
ҟৗऴྃ ϦΫΤετ͕ෆਖ਼ ϨεϙϯεϘσΟ ਖ਼ৗऴྃ࣌ ͳ͠ ҟৗऴྃ࣌ NFTTBHFࣦഊཧ༝ උߟ ϝʔϧΞυϨεͷଘࡏੋඇݸਓใͷͨΊɺΤ ϥʔϝοηʔδΛฦ͍ͯ͠ͳ͍ɻ
'τʔΫϯݕূ"1* 1045BQJGPSHFUWBMJEBUF 45 1045BQJGPSHFUWBMJEBUF ϦΫΤετϘσΟ UPLFOݕূ͢ΔτʔΫϯ ඞਢɾจࣈྻ Ϩεϙϯείʔυ ਖ਼ৗऴྃ
ҟৗऴྃ ϦΫΤετɾτʔΫϯ͕ෆਖ਼ ϨεϙϯεϘσΟ ਖ਼ৗऴྃ࣌ ͳ͠ ҟৗऴྃ࣌ NFTTBHFlԿ͔͕͓͔͍͠Α͏Ͱ͢͏ҰτʔΫϯΛೖྗ ͯ͠Έ͍ͯͩ͘͞z උߟ ԼखʹΤϥʔϝοηʔδΛฦ͢ͱใ࿙͍͑͢Δ ͷͰΤϥʔϝοηʔδͯ͋͠Δ
'ύεϫʔυ࠶ઃఆ"1* 1045BQJGPSHFUSFTFUQBTT 46 1045BQJGPSHFUSFTFUQBTT ϦΫΤετϘσΟ UPLFOτʔΫϯ ඞਢɾจࣈྻ QBTTXPSE৽͍͠ύεϫʔυ ඞਢɾจࣈྻ
Ϩεϙϯείʔυ ਖ਼ৗऴྃ ҟৗऴྃ ϦΫΤετɾτʔΫϯ͕ෆਖ਼ ϨεϙϯεϘσΟ ਖ਼ৗऴྃ࣌ ͳ͠ ҟৗऴྃ࣌ NFTTBHFࣦഊཧ༝ උߟ ԼखʹΤϥʔϝοηʔδΛฦ͢ͱใ࿙͍͑͢Δ ͷͰΤϥʔϝοηʔδͯ͋͠Δ
'ݕࡧ"1* 1045BQJTFBSDI 47 1045BQJTFBSDI ϦΫΤετϘσΟ LFZXPSEݕࡧΩʔϫʔυ ෦Ұக ඞਢɾจࣈྻ PSEஈͷঢॱ߱ॱ
ඞਢɾจࣈྻ Ϩεϙϯείʔυ ਖ਼ৗऴྃ ϨεϙϯεϘσΟ ਖ਼ৗऴྃ࣌ HPPETͷϦετ JE*% UIVNCOBJMαϜωΠϧ QSJDFஈ UJUMFλΠτϧ උߟ
"QQFOEJY
‣IUUQTQPSUTXJHHFSOFUCVSQ ‣IUUQTDISPNFHPPHMFDPNXFCTUPSFEFUBJMFEJUUIJTDPPLJF GOHNIOOQJMIQMBFFEJGIDDDFPNDMHGCH IMKB ‣IUUQTXXXQPTUNBODPN ‣DISPNFͷ/FUXPSLλά૬ͷͭˣ ศརπʔϧ 49
)JOU 50 ύε ϝιου ϏδωεϦεΫͷߴ͍੬ऑੑͷ BQJMPHJO 1045 BQJDSFBUF 1045
BQJTFBSDI 1045 BQJVTFSBMM (&5 BQJCVZ 1045 BQJGPSHFUSFTFUQBTT 1045 BQJJNBHF (&5 BQJHPPET\JE^ (&5 BQJSFWJFX 1045 ͦͷଞ ੬ऑੑ͕ෳ"1*ʹ·͕ͨΔ߹ݦࡏԽ͢ΔՕॴͷΈΧϯτ
8FC"QQMJDBUJPO)BSEFOJOHᶄ #PPU$BNQ ౻ݪ ,P'VKJXBSB ʢגʣϦΫϧʔτɹϓϩμΫτ౷ׅຊ෦ɹϓϩμΫτ։ൃ౷ׅࣨɹΤϯδχΞ ϦϯάࣨɹϓϩμΫςΟϏςΟΤϯδχΞϦϯά෦ɹϓϥοτϑΥʔϜηΩϡ ϦςΟάϧʔϓ
ຊͷྲྀΕͷ֓ཁ 52 ࢀՃऀͷօ͞Μʹ HDMPVEڥʹQVTIͯ͠Β͏ ӡӦ͕߈ܸΛֻ͚ΔΞϓϦͷς ετΛߦ͏ίʔυϨϏϡʔʮ ӡӦ͕੬ऑੑͷमਖ਼ঢ়گΛ֬ೝ͢ Δ ൃදʂ օ͞Μͷमਖ਼ํ๏Λհ
੬ऑੑΛͯ͢հ ࣌ؒऴྃ
‣ఆରԠ ੬ऑੑͷຊ࣭తͳରԠʹͳ͓ͬͯΒͣɺ੬ऑੑΛඞͣ͛͠ΔͰͳ͍͕ɺؾٳΊఔʹͳΔϨϕϧͷରԠ ‣߃ٱରԠ ͦͷ੬ऑੑΛѱ༻ͨ͠߈ܸΛશʹ͙ํ๏Ͱ͋ΕɺରԠͷखஈΘͳ͍ɻ ‣ਫฏల։ ੬ऑੑͷൃੜʹࢸͬͨతͳݪҼΛ୳ΔɻͦͷݪҼʹ͍֘ͯͦ͠͏ͳ෦͕ଞʹͳ͍͔ԣஅతʹݟ͠ɺಉ ༷ͷ੬ऑੑΛ௵͢
‣࠶ൃࢭࡦͷݕ౼ ͳͥͦͷ੬ऑੑ͕ੜ·Εͨͷ͔ɺࠜຊతͳݪҼΛ୳Δɻ αʔϏεͰ੬ऑੑΛൃݟͨ͠ͱ͖ͷमਖ਼ํ๏ 53 ͬ͘͟Γͱͨ࣌͠ܥྻ
‣શݸͷఆ͍ͯ͠Δ੬ऑੑ͕मਖ਼͞Ε͔ͨͲ͏͔Λ ࢲ͕߈ܸͰ͖Δ͔Ͳ͏͔ͱ͍͏؍Ͱ ֬ೝ͠·͢ ‣߃ٱରԠతʹमਖ਼͞ΕͨΒQUT ෆશͰ͋Δఔ͓͛ͯΓɺఆରԠతʹ͍͛ͯͨΒQUT ༷ࢠΛݟͯ গ͠ώϯτΛग़͠·͢ ‣͕࣌ؒ༨ͬͨΒؔͳ͍Ͱ͕͢ɺ ߈ܸίʔυΛΜͰΈΔ
ීஈ੬ऑੑͷमਖ਼Λ͓ئ͍͢Δͱ͖ʹ͍·͢ ΑΓඒ͍͠͠ํΛࡧͯ͠ΈΔ ࠶ൃࢭࡦͷݕ౼ ಘํ๏ 54