アーティファクトが鍵！ビジネスを安全に進化させるDevSecOps実践 / Manage artifacts to practice DevSecOps

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ΞʔςΟϑΝΫτ͕ݤʂ ϏδωεΛ҆શʹਐԽͤ͞Δ %FW4FD0QT࣮ફ σϒαϛՆ

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%FW0QT 1

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ͱฉ͍ͯԿΛࢥ͍·͔͢ʁ 2

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Ͱ͸ 3

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%FW4FD0QT 4

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͜ΕͩͱͲ͏Ͱ͠ΐ͏ʁ 5

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͜ͷηογϣϯͰ͸ • ։ൃɾӡ༻ʹՃ͑ͯηΩϡϦςΟΛॏࢹ͢Δ ʮ%FW4FD0QTʯ͕ςʔϚͰ͢ • ·ͣ͸جຊΛֶΜͩޙɺ໌೔͔Βૣ଎࣮ફ͢ΔͨΊͷ ώϯτΛ࣋ͪؼ͍ͬͯͩ͘͞ ηΩϡϦςΟʗΞϓϦέʔγϣϯΤϯδχΞ͸΋ͪΖΜɺ αʔϏεͷ඼࣭Λ্͍͛ͨϚωδϝϯτ૚ͷօ͞Μʹ΋ ಧ͘ͱخ͍͠Ͱ͢😋 6

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Α͜ͳͰ͢ 7 • +'SPHͷ%FWFMPQFS"EWPDBUF • %FW0QTΛ੝Γ্͍͛ͯ͘κ • લ৬·Ͱ͸ओʹόοΫΤϯυͷ։ൃ ʢ4*FS ޿ࠂձࣾ ূ݊ελʔτΞοϓʣ • 1PLFNPO (0ʹ࠶ͲϋϚΓத !"#$$%&' (#)*+,%-.

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·ͣ 8

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ࠓ೔ͷසग़ϫʔυ ΞʔςΟϑΝΫτͱ͸ 9 • ΞʔςΟϑΝΫτϏϧυ΍ύοέʔδϯάΛܦͯੜ੒ ͞ΕͨϑΝΠϧͷ͜ͱ • ʮόΠφϦϑΝΠϧʯͱ΋ݴ͏ ͦͷଞݺশ༷ʑ ྫ

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͍ͭ΋΍Δ͓͞Β͍ 10

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%FW0QTͱ͸ ސ٬ʹՁ஋Λૉૣ͘ಧ͚ΔͨΊ ։ൃɾӡ༻͕ڠྗ͢Δ จԽతͳ࢟੎ɾऔΓ૊Έ 11

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%FW0QTͱ͸ •%FWFMPQFST ։ൃ ͱ0QFSBUJPOT ӡ༻ ͕ڠۀ͢Δ ։ൃ ӡ༻ 12 !"#$%&' ()*+,- ./0123 456789:;<= 12

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%FW0QTΛऔΓೖΕΔલ • ։ൃͱӡ༻͕ͦΕͧΕಠཱͨ͠૊৫ͱͯ͠࢓ࣄΛ͢Δ • ͓ޓ͍ͷཧղ͸े෼ʹߦΘͣɺ૬खͷྖҬͰͷ࡞ۀ͕ ඞཁͳ࣌͸ґཔΛ͢Δ ։ൃ ӡ༻ ຊ൪؀ڥͰෆ۩߹͕ग़ͨͷͰ ௐ͍ࠪͯͩ͘͠͞ ґཔ ґཔ ࢦఆͨ࣌͠ࠁɾαʔόʔͷ ϩάΛ͍ͩ͘͞ 13 13

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%FWͱ0QT͕෼அ͞Ε͍ͯΔͱ 14 ίʔσΟϯά ݁߹ςετ ୯ମςετ ςετσϓϩΠ ຊ൪σϓϩΠ ӡ༻ Ϗϧυ ։ൃ ӡ༻ 14

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%FWͱ0QT͕෼அ͞Ε͍ͯΔͱ 15 ։ൃ ৽ػೳΛಧ͚͍ͨͷʹʂ • ಠྗͰσϓϩΠͰ͖ͳ͍ͨΊ ࡞ͬͨ΋ͷΛ͙͢ग़ͤͳ͍ • ຊ൪؀ڥͰൃੜͨ͠τϥϒϧ ʹࣗΒؾ෇͘͜ͱ͕Ͱ͖ͳ͍ ӡ༻ ҆ఆՔಇ͍ͤͨ͞ͷʹʂ • ӡ༻ͷߟྀ͕ෆे෼ͳΞϓϦ Λ؅ཧ͠ͳͯ͘͸ͳΒͳ͍ • ໰୊ൃੜ࣌ɺΞϓϦͷ࢓༷͕ ෼͔ΒͣࣗྗͰղܾͰ͖ͳ͍

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%FWͱ0QT͕෼அ͞Ε͍ͯΔͱ 16 ։ൃ ৽ػೳΛಧ͚͍ͨͷʹʂ • ಠྗͰσϓϩΠͰ͖ͳ͍ͨΊ ࡞ͬͨ΋ͷΛ͙͢ग़ͤͳ͍ • ຊ൪؀ڥͰൃੜͨ͠τϥϒϧ ʹࣗΒؾ෇͘͜ͱ͕Ͱ͖ͳ͍ ӡ༻ ҆ఆՔಇ͍ͤͨ͞ͷʹʂ • ӡ༻ͷߟྀ͕ෆे෼ͳΞϓϦ Λ؅ཧ͠ͳͯ͘͸ͳΒͳ͍ • ໰୊ൃੜ࣌ɺΞϓϦͷ࢓༷͕ ෼͔ΒͣࣗྗͰղܾͰ͖ͳ͍ ότϧ͹͔Γ௙ͬͯ ϏδωεɾαʔϏε͕ ੒௕͠ͳ͍

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17 ࠓ͸ͦΕ͡Ό΍͍͚ͬͯͳ͍ • ιϑτ΢ΣΞ͸ੜ׆ʹࠜ෇͖ɺͲΜͳϏδωεΛ͢Δ ʹ΋͔ܽͤͳ͍ଘࡏͱͳͬͨ • ιϑτ΢ΣΞͷΑΓૣ͍ਐԽ͕ٻΊΒΕ͍ͯΔ

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18 ٕज़ͱϏδωε͸ೋਓࡾ٭ Ϗδ ωε ٕज़ ڞʹ ߴΈΛ໨ࢦ͢ͷͩ

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%FW0QTΛൃలͤͯ͞ 19

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%FW4FD0QTͱ͸ •%FWͱ0QTʹՃ͑ͯɺ4FDVSJUZ΋ڠۀͯ͠ιϑτ΢ΣΞΛ ࡞͍ͬͯ͘ 20 20 ։ൃ ӡ༻ ηΩϡ ϦςΟ >?@AB CDEFGHIJ <=K

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ͦ΋ͦ΋ηΩϡϦςΟͬͯʜ 21 • Πϯϑϥɺιϑτ΢ΣΞɺ ώϡʔϚϯΤϥʔͳͲؾʹ ͢΂͖͜ͱ͸ଟذʹΘͨΔ • શͯΛηΩϡϦςΟ୲౰ʹ ؙ౤͛ͤͣɺαʔϏεվળ ͷͨΊʹڠྗΛଓ͚Δ • %FW4FD0QTͷλʔήοτ͸ ιϑτ΢ΣΞͷηΩϡϦ ςΟͰ͋Δ ʮ8IBUBSFUIFMBZFSTPGTFDVSJUZ "DZCFSTFDVSJUZSFQPSUʯ IUUQTHPNJOETJHIUDPNJOTJHIUTCMPHXIBUBSFUIFMBZFSTPGTFDVSJUZ

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22 ίϥϘϨʔγϣϯʹΑΔڀۃͷΰʔϧ ΤϯυϢʔβʔʹૉૣ͘Ձ஋Λಧ͚ଓ͚Δ͜ͱ ϑΟʔυ όοΫ Ձ஋ ৽ػೳɺ ϑΟʔνϟʔ LMGNOPQ RSQT- UVWXYZ

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ڀۃͷΰʔϧΛ໨ࢦͯ͠ • ϦϦʔεճ਺Λ૿΍͢ ϦϦʔε·Ͱͷ࣌ؒΛ୹͘͢Δ • ࡞ۀΛޮ཰Խ͢Δ • ࡞ۀΛεέʔϧͤ͞Δ • ϛε΍τϥϒϧΛݮΒ͢ ૣ͘ݟ͚ͭͯରԠ͢Δ ˠʮ%FW0QTʯ΍ʮΞδϟΠϧ։ൃʯ͸จԽɺ࢟੎ͱ ͯ͜͠ΕΛ໨ࢦ͢ αʔϏεͷվળ͸΋ͪΖΜɺϦιʔεෆ଍΍໘౗ͳ࡞ۀͱ͍ͬͨ ։ൃऀ๊͕͑Δ਎ۙͳ೰Έͷλωʹ΋ޮ͘ 23

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ૉૣ͍ϦϦʔεͱ҆શੑͷ ཱ྆ΛͲ͏࣮ݱ͍͔ͯ͘͠ 24

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$*$%ϦϦʔε·Ͱͷ࣌ؒΛ୹͘͢Δ • ܧଓతΠϯςάϨʔγϣϯ $POUJOVPVT*OUFHSBUJPO • ։ൃͨ͠ιʔείʔυΛසൟʹηϯτϥϧϦϙδτϦ ʹϚʔδ͠ɺࣗಈϏϧυɾςετΛߦ͏ • ܧଓతσϦόϦʔ $POUJOVPVT%FMJWFSZ • ࣗಈͰΞʔςΟϑΝΫτΛϦϙδτϦʹެ։͢Δ • ܧଓతσϓϩΠϝϯτ $POUJOVPVT%FQMPZNFOU • ࣗಈͰຊ൪؀ڥ΁ͷσϓϩΠΛߦ͏ 25

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νΣοΫ Ξ΢τ Ϗϧυ ςετ ϦϦʔε σϓϩΠ ܧଓతΠϯςάϨʔγϣϯ ܧଓత σϦόϦʔ ܧଓత σϓϩΠϝϯτ 26 $*$% 26

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·ͣ͸ύΠϓϥΠϯ͕ ͳͬͪ͘ΌͶʂ 27

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%FW4FD0QTͷϙΠϯτ ηΩϡϦςΟΛ ιϑτ΢ΣΞͷ։ൃϥΠϑαΠΫϧʹ૊ΈࠐΉ ˺$*$%ύΠϓϥΠϯʹ૊ΈࠐΉ • ͳΔ΂ࣗ͘ಈԽ͢Δ • ૣ͍λΠϛϯάͰ໰୊Λݕग़͢Δ γϑτϨϑτ 28

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ιϑτ΢ΣΞͷηΩϡϦςΟ΋৭ʑ • ڴҖϞσϦϯά 5ISFBUNPEFMJOH • ੩తΞϓϦέʔγϣϯηΩϡϦςΟςετ 4"45 • ಈతΞϓϦέʔγϣϯηΩϡϦςΟςετ %"45 • ιϑτ΢ΣΞίϯϙδγϣϯղੳ 4$" • ϑΝδϯά GV[[JOH • ϖωτϨʔγϣϯςετ ͳͲ 29

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νΣοΫ Ξ΢τ Ϗϧυ ςετ ϦϦʔε σϓϩΠ 30 ιϑτ΢ΣΞͷηΩϡϦςΟ΋৭ʑ 30 ڴҖ ϞσϦϯά 4"45 %"45 ϖϯςετ 4$" ϑΝδϯά 4"45 ϒϥοΫ ϘοΫε ςετ %"45 ϖϯςετ ϗϫΠτ ϘοΫε ςετ ϑΝδϯά 4$" ˞ਤ͸ҰྫͰ͢

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ؔ৺ͷର৅΋৭ʑ • ࣗ෼͕ͨͪॻ͍ͨ΋ͷ։ൃ࡞ۀͰग़དྷΔίʔυ΍ઃఆ • ࣗ෼ͨͪҎ֎͕ॻ͍ͨ΋ͷ044 ϥΠϒϥϦͳͲ 31

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৭ʑ͋Δ͚Ͳ 32 /01234 567189:;< /=1<3>?@ ABC4567D EFGHIJK43

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࣮ࡍʹಈ͘ΞϓϦΛνΣοΫ 33 • ಈతΞϓϦέʔγϣϯηΩϡϦςΟςετ %"45 • αʔόʔʹσϓϩΠ࣮͠ࡍʹಈ͍͍ͯΔιϑτ΢ΣΞʹ ؚ·ΕΔ੬ऑੑɺϦεΫ΍ରԠͷۓٸ౓ͳͲΛચ͍ग़͢ • ʮ੬ऑੑ਍அʯͱ͍͏޻ఔͱͯ͠։ൃϥΠϑαΠΫϧʹ ૊Έࠐ·Ε͍ͯΔ૊৫΋ଟ͍ [\]^_` abcAdef ghV*i#j kYA

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࣮ࡍʹϦϦʔε͢Δ΋ͷɺ ࣗ෼͕ͨͪॻ͍ͯ࡞ͬͨ΋ͷΛ ಈ͔͔ͯ֬͠ΊΔʜ ࣗવͳൃ૝ͩ͠ཧղ͠΍͍͢ 34

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͔͠͠ ͦΕ͚ͩͰ͸଍Γͳ͍ʂ 35

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044ͷηΩϡϦςΟΛ๨Εͣʹ 36

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044ͷηΩϡϦςΟΛ๨Εͣʹ 37 • ׂҎ্ͷ૊৫͕ιϑτ΢ΣΞ։ൃʹ044Λ༻͍͍ͯΔ • 044ͷ΄ͱΜͲ͸ߋʹผͷ044ʹґଘ͓ͯ͠ΓσϓϩΠ ͢Διϑτ΢ΣΞʹ͸ࣗ෼ͷ೺Ѳ͍ͯ͠ͳ͍ίʔυ͕େ ྔʹؚ·ΕΔ ʮ&YQMPSFZPVS044EFQFOEFODJFT7JTVBMMZʯ IUUQTXXXMJOLFEJODPNQVMTFFYQMPSFZPVSPTTEFQFOEFODJFTWJTVBMMZNJDIBFMNVMMFS

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044ͷ੬ऑੑʹΑΔࣄྫ 38 ೔ܦΫϩεςοΫ ೥݄೔ܝࡌʮ·ͨ΋4USVUT੬ऑੑඃ֐ɺࠃަলͰ໿ສ݅ͷ৘ใྲྀग़͔ʯ IUUQTYUFDIOJLLFJDPNJUBUDMOFXT

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044ͷ੬ऑੑʹΑΔࣄྫ 39 ೔ܦΫϩεςοΫ ೥݄೔ܝࡌʮ 8FCαΠτͷ੬ऑੑΛ೥લ͔Β์ஔ͔ɺϝχίϯ৘ใ࿙ӮͷݪҼʯ IUUQTYUFDIOJLLFJDPNBUDMOYUDPMVNO

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ιϑτ΢ΣΞͷಈతͳνΣοΫ Y ࢖༻͢Δ044ͷ੩తͳνΣοΫ ྆ํߦ͏͜ͱ͕େࣄ 40

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• ચ͍ग़͠ɾϥϯΫ෇͚ͳͲશͯΛखಈͰߦ͏ • ϦϦʔε௚લʹߦ͏ 41 044ͷνΣοΫେ/( 41 mnopp #pqfA

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νΣοΫ Ξ΢τ Ϗϧυ ςετ ϦϦʔε σϓϩΠ 42 044ΛࣗಈνΣοΫ 42 ڴҖ ϞσϦϯά 4"45 %"45 ϖϯςετ 4$" ϑΝδϯά IPX

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νΣοΫ Ξ΢τ Ϗϧυ ςετ ϦϦʔε σϓϩΠ 43 044ΛࣗಈνΣοΫ 43 4$" IPX

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νΣοΫ Ξ΢τ Ϗϧυ ςετ ϦϦʔε σϓϩΠ 44 044ΛૣΊɾఆظతʹࣗಈνΣοΫ 44 4$" 4$" ˞؀ڥʹΑͬͯ͸ *%&༻ϓϥάΠϯʹΑΔ ։ൃதͷνΣοΫ΋Մ XIFO

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͜͜ʹߦ͖ணͨ͘Ίʹ͸ 45

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ࣗ෼ͨͪͰॻ͍ͯੜ੒ͨ͠ ιʔείʔυ͚ͩΛ ؅ཧɾνΣοΫ͢ΔͷͰ͸ ଍Γͳ͍ʂ 46

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ΞʔςΟϑΝΫτΛ ؅ཧ͠Α͏ 47

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• ΞʔςΟϑΝΫτΛอ؅͢Δઐ༻ͷπʔϧ • ΞʔςΟϑΝΫτΛεΩϟϯͯ͠੬ऑੑ΍ϥΠηϯε ͷνΣοΫ͕Ͱ͖Δ4$"πʔϧͱ૊Έ߹Θͤͯ࢖͑Δ 48 όΠφϦɾ ϦϙδτϦϚωʔδϟʔ 48

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ιʔείʔυ͑͞؅ཧ͓͚ͯ͠͹ ΞʔςΟϑΝΫτͳΜͯ ͍ͭͰ΋࡞ΕΔͷʹɺ Θ͟Θ͟ผͰ؅ཧ͢Δͷʁ 49

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ιʔείʔυ WTΞʔςΟϑΝΫτ 50 ιʔείʔυ • ։ൃʹΑΔվमͷର৅Ͱ͋Γ ϏδωεϩδοΫΛ͸͡Ίͱ ͢Δಠࣗͷ੒Ռ෺ʹ͋ͨΔ • (JUͳͲͷόʔδϣϯ؅ཧ͕ ਁಁ͍ͯ͠Δ ΞʔςΟϑΝΫτ • ґଘղܾ͕ࡁΜͰ͓Γಠࣗͷ ίʔυҎ֎ͷ෦඼΋ؚ·ΕΔ • ग़ՙ σϓϩΠ ର৅ͱͳΔ • ઐ༻πʔϧͰͷ؅ཧ͸ίʔυ ͱൺֱ͢Δͱਁಁ͍ͯ͠ͳ͍

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ΞʔςΟϑΝΫτ͕ॏཁͳཧ༝ 51 • ґଘղܾ͕ࡁΜͰ͍Δ • ग़ՙର৅ͱͳΔ ˣ • ࠷ऴతʹαʔόʔͰಈ͘΋ͷʹؚ·ΕΔ044 ͱ͞ΒʹͦΕ͕ ґଘ͢Δ044 ͷνΣοΫ͕ՄೳͱͳΔ • ιʔε಺ͷઃఆϑΝΠϧʹ͸ʮԿΛऔಘ༧ఆ͔ʯͱ͍͏৘ใ ͔͠ͳ͍ • ಉ͡ιʔείʔυΛϏϧυͯ͠΋ɺΞʔςΟϑΝΫτͷத਎ ͕ຖճಉ͡ͱ͸ݶΒͳ͍ uGvCGNwr xy#pqz{

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52 ΞʔςΟϑΝΫτ͕ॏཁͳཧ༝ ίʔσΟϯά Ϗϧυ ςετσϓϩΠ ݁߹ςετ ୯ମςετ ຊ൪σϓϩΠ ӡ༻ ΞʔςΟϑΝΫτ ஀ੜ ΞʔςΟϑΝΫτ͕࢖ΘΕଓ͚Δ ౓ੜ੒ͨ͠Βຊ൪σϓϩΠ·Ͱಉ͡΋ͷΛ࢖͏ !"#$%&'() *+,-./012 34/56789: ;<2=1>)=1? ιʔείʔυ͕ ΞʔςΟϑΝΫτʹͳΔ·Ͱ

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อ؅͢ΔΞʔςΟϑΝΫτ͸ େ͖͘෼͚ͯछྨ͋Δ 53

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όΠφϦɾ ϦϙδτϦϚωʔδϟʔ࢖͍ํ ͦͷ औಘ͢Δ อ؅͢Δ • ࡞੒ͨ͠ΞʔςΟϑΝΫτ͸ઐ༻ϦϙδτϦʹอ؅͠ɺ ͔ͦ͜ΒγΣΞ΍࠶ར༻Λ͢Δ • ಉ͡ιʔείʔυΛԿ౓΋Ϗϧυ͢Δ ͷΛආ͚࣌ؒΛઅ໿Ͱ͖Δ • ඼࣭͕୲อ͞ΕͨΞʔςΟϑΝΫτΛ࢖͍ճͤΔ 54

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όΠφϦɾ ϦϙδτϦϚωʔδϟʔͱ4$"ͦͷ εΩϟϯ औಘ͢Δ อ؅͢Δ • Ϗϧυͯ͠อ؅ͨ͠ΞʔςΟϑΝΫτʹର͠ɺ࢖ͬͯ ͍Δ044ͷηΩϡϦςΟɾϥΠηϯε νΣοΫ εΩϟϯ Λ͔͚Δ • /(͕ݟ͔ͭͬͨΒऔಘΛېࢭ͠ ࢖Θͳ͍Α͏ઃఆͰ͖Δ 55

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• औಘͨ͠ΞʔςΟϑΝΫτ΋ϦϙδτϦʹ อ؅͓ͯ͘͠ • Ωϟογϡͷ໾ׂΛՌͨ͢ • ߴ଎ʹऔಘͰ͖Δ • ֎෦ϦϙδτϦʹΞΫηε Ͱ͖ͳͯ͘΋औಘͰ͖Δ औಘͭͭ͠ อ؅͢Δ %PDLFS)VC .BWFO$FOUSBM OQNͳͲ όΠφϦɾ ϦϙδτϦϚωʔδϟʔ࢖͍ํ ͦͷ 56

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औಘͭͭ͠ อ؅͢Δ %PDLFS)VC .BWFO$FOUSBM OQNͳͲ όΠφϦɾ ϦϙδτϦϚωʔδϟʔͱ4$"ͦͷ • औಘͯ͠อ؅ͨ͠ΞʔςΟϑΝΫτʹରͯ͠΋ ࢖͍ͬͯΔ044ͷεΩϟϯΛ͢Δ • /(͕ݟ͔ͭͬͨΒऔಘΛېࢭ͠ ࢖Θͳ͍Α͏ઃఆͰ͖Δ εΩϟϯ 57

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• ࡞੒ɾऔಘͨ͠ΞʔςΟϑΝΫτΛอ؅͠ɺ࠶ར༻΍ ഑෍͕Ͱ͖ΔΑ͏ʹ͢Δ • ͜͜ͰΞʔςΟϑΝΫτʹର͢ΔεΩϟϯΛ࣮ࢪ͠ɺ ࢖༻͍ͯ͠Δ044ͷηΩϡϦςΟνΣοΫ 4$" Λߦ͏ ιʔείʔυղੳɺαʔόʔͰՔಇ͍ͯ͠ΔΞϓϦͷ਍அͱ͸ੑ࣭͕ҟͳΔ • $*$%ύΠϓϥΠϯʹ૊ΈࠐΉ͜ͱͰΞʔςΟϑΝΫτ ͷऔಘɾอ؅ɾεΩϟϯͳͲΛશͯࣗಈͰߦ͏ 58 όΠφϦɾ ϦϙδτϦϚωʔδϟʔ ·ͱΊ 58

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νΣοΫ Ξ΢τ Ϗϧυ ςετ ϦϦʔε σϓϩΠ 59 ࣮ݱ͍ͨ͠ύΠϓϥΠϯ 59 อ؅ͨ͠ λΠϛϯάͰ 4$" 7$4 #3. TFSWFST TFSWFST ϦϦʔεલʹ 4$"

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πʔϧΛ௥Ճͨ͠Β 60 • 044ͷεΩϟϯ͸ʮ౰ͨΓલʯͱͯ͠ܧଓతʹ࣮ࢪ͢Δ • /(͕͋ͬͨࡍͷϑϩʔΛ༧ΊܾΊɺܭըஈ֊ͰߟྀʹೖΕΔ • ʮࠓճ͚ͩεΩϟϯΛεΩοϓʂʯʮٸ͔͗ͩΒεϧʔʂʯͱ ϧʔϧΛܗ֚Խͤ͞ͳ͍ • ࣗಈεΩϟϯͱਓྗͷ࡞ۀΛ૊Έ߹Θͤͯ044Λ׆༻͢Δ • ྫ͑͹ͦ΋ͦ΋ͷٕज़બఆʹ͸ਓͷ൑அ ࢖͍উखɺߋ৽ස౓ɺ ϝϯςφʔͷ਺ͳͲΛ;·͑ͯ ͕ඞཁͱͳΔ • εΩϟϯͰݟ͔ͭͬͨ/(ʹͲ͏ରԠ͢Δ͔ʹ͍ͭͯ΋൑அ͕ ඞཁͱͳΔ͜ͱ͕͋Δ • ॏཁͳ൑அʹ࣌ؒΛׂͨ͘Ίʹ΋ࣗಈԽ͕༗ޮͱͳΔ

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·ͱΊ 61 •ਝ଎͔ͭ҆શʹιϑτ΢ΣΞΛ੒௕ͤ͞ΔͨΊʹ %FW4FD0QTͷߟ͑ํ͕༗ޮͰ͋Δ •੬ऑੑΛૣΊʹݟ͚ͭରॲ͢Δʹ͸ಈతͳ੬ऑੑ ਍அͱ੩తͳίϯϙʔωϯτղੳΛ૊Έ߹ΘͤΔ ͷ͕ޮՌతͰ͋Δ ~•t

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͋ͳͨͷ૊৫͸ʜʁ 62 ηΩϡϦςΟ͕ιϑτ΢ΣΞ։ൃϥΠϑαΠΫϧ ˺$*$%ύΠϓϥΠϯ ʹ૊Έࠐ·Ε͍ͯΔ $*$%ύΠϓϥΠϯ͕੔උ͞Ε͍ͯΔ ΞʔςΟϑΝΫτ͕؅ཧ͞Ε͍ͯΔ %FW0QT %FW4FD0QTʹཧղͷ͋Δ؀ڥͱͳ͍ͬͯΔ

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͋ͳͨͷ૊৫͸ʜʁ 63 ηΩϡϦςΟ͕ιϑτ΢ΣΞ։ൃϥΠϑαΠΫϧ ˺$*$%ύΠϓϥΠϯ ʹ૊Έࠐ·Ε͍ͯΔ $*$%ύΠϓϥΠϯ͕੔උ͞Ε͍ͯΔ ΞʔςΟϑΝΫτ͕؅ཧ͞Ε͍ͯΔ ʔʔʔʔʔ น ʔʔʔʔʔ %FW0QT %FW4FD0QTʹཧղͷ͋Δ؀ڥͱͳ͍ͬͯΔ

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%FW4FD0QT΁ͷน 64 • Χϧνϟʔ͕ৢ੒͞Ε͍ͯͳ͍ • ཧղऀ͕͍ͳ͍ • ࣮૷΍πʔϧಋೖΛ ਐΊͨͯ͘΋ݖݶ͕ͳ͍ L%MNOP

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ࠓ೔͔ΒͰ͖Δ͜ͱ 66 •ࣗ෼ͷ૊৫Ͱग़དྷ͍ͯΔ͜ͱɾ͍ͳ͍͜ͱΛ෼ੳ ͠ɺऔΓ૊ΊΔͱ͜Ζ͔Β࢝ΊͯΈΔ •·ͣ͸ྡͷਓ ϦϞʔτ͔΋͠Εͳ͍͚Ͳ ͱ࿩ͯ͠ΈΔͱ͜Ζ ͔Βগͣͭ͠ม͍͑ͯ͘

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ͦ͏ɺ·ͣ͸਎ۙͳͱ͜Ζ͔Β 67

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ࣗ෼ָ͕ʹɺ޾ͤʹͳΔ͜ͱΛ ߟ͑ͯߦಈ͢Ε͹ νʔϜ΍ձࣾͷͨΊʹͳΔ 68 €•j‚pƒ•B „A…†#)3f ‚pfA‡ˆA ‰Š-‹Œwq

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%FW4FD0QTͱ͍͑͹ʜ 69

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71 5IBOLZPV

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