AWSセキュリティ事始め〜基礎からはじめてクラウドセキュリティの恩恵を受ける〜

JAWS DAYS 2018の登壇資料です。
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Transcript

1. "84ηΩϡϦςΟࣄ࢝Ί
   ʙجૅ͔Β͸͡ΊͯΫϥ΢υηΩϡϦςΟͷԸܙΛड͚Δʙ
   
   4FDVSJUZ+"84ӓాՂ༞
   

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2. ࣗݾ঺հ
   ӓాɹՂ༞
   ɾΫϥεϝιουגࣜձࣾ
   ɾ"84ࣄۀ෦
   ɹιϦϡʔγϣϯΞʔΩςΫτ
   ɹɹηΩϡϦςΟνʔϜ
   ɾ4FDVSJUZ+"84ӡӦ
   ɾ޷͖ͳαʔϏε
   ɹ"848"'Ϛωʔδυϧʔϧ
   

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3. ͜ͷηογϣϯͷλʔήοτ
   ॳ৺ऀʙ୤ॳ৺ऀ͍ͨ͠ਓ޲͚ͷηογϣϯ
   ɾ"84Λ৮ͬͨ͜ͱ͕ͳ͍
   ɾ"84Λ৮͍ͬͯΔ͚ͲηΩϡϦςΟ͕ෆ҆
   ɾ৬৔Ͱ"84͕৮Εͳ͍ͷΛͳΜͱ͔͍ͨ͠
   ɾΦϯϓϨʹ๞͖ͨ
   ɾηΩϡϦςΟ͕ͭΒ͍
   

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4. ͜ͷηογϣϯͷίϯηϓτ
   w ηΩϡϦςΟͷ՝୊ͰΦϯϓϨ͔ΒΫϥ΢υʹҠߦ
   Ͱ͖ͳ͍ਓɾݱ৔ͷ՝୊ղܾͷखॿ͚
   w ೉͍͠ηΩϡϦςΟΛ؆୯ʹ΍Δʹ͸Ͳ͔͜Β΍ͬ
   ͨΒ͍͍͔φϏήʔτ͢Δ
   w ηογϣϯલʹࢿྉΛެ։͠ɺࢿྉʹ͸આ໌͖͠Ε
   ͳ͍৘ใྔΛ٧Ί͓ͯ͘ɺؼͬͨޙʹճҎ্ৼΓ
   ฦͬͯΈͯ΋Β͑ΔΑ͏ʹ͢Δ
   

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5. ͜ͷηογϣϯͷ֓ཁ
   ෦ߏ੒Ͱɺॳڃ͔ΒԠ༻·Ͱઆ໌
   ݁ہ"84ͷηΩϡϦςΟ͸໰୊ͳ͍ͷ͔ʁ
   ͱΓ͋͑ͣ͜Ε͚ͩߟ͓͚͑ͯ͹0,ͳ"84
   ηΩϡϦςΟࣄ࢝Ί
   ΑΓηΩϡΞʹ͍ͯͨ͘͠Ίʹߟ͑Δ͜ͱ
   

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6. ๻ͷࢥ͍
   ѹ౗తͳ৘ใྔͱਖ਼࿦ͰΦʔϧυελΠϧΛଧഁ
   ͯ͠ɺΫϥ΢υωΠςΟϒͰΑΓηΩϡΞͳ؀ڥ
   Λߏஙɾҡ࣋ͯ͠շదͳηΩϡϦςΟΦʔτϝʔ
   γϣϯੜ׆ΛΤϯδϣΠͯ͠ཉ͍͠
   

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7. ໔੹ྉۚपΓͷ͓࿩
   ຊࢿྉͰ঺հ͢ΔαʔϏε΍֤छઃఆ߲໨Λར༻͢Δ
   ͜ͱʹΑΓ"84͔Β੥ٻ͕ൃੜ͢Δ͜ͱ͕͋Γ·͢ɻ
   ·ͨྉۚΛܝࡌ͍ͯ͠Δ΋ͷ͸ɺओʹࢿྉ࡞੒࣌ͷ౦
   ژϦʔδϣϯͷՁ֨Λϕʔεʹ͍ͯ͠·͢
   ৄࡉ͸֤छαʔϏεͷྉۚϖʔδ΍ݟੵ΋Γ͕Ͱ͖Δ
   "84$BMDVMBUPSΛ͝ར༻Լ͍͞ɻ
   IUUQTDBMDVMBUPSTBNB[POBXTDPNJOEFYIUNM
   

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8. ݁ہ"84ͷηΩϡϦςΟ͸໰୊ͳ͍ͷ͔ʁ
   

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9. Ϋϥ΢υͰͷηΩϡϦςΟࣄނ͕໨ཱ͍ͬͯ·͢
   w ถ7FSJ[POɺສਓͷސ٬৘ใ͕୭Ͱ΋ΞΫη
   εग़དྷΔঢ়ଶͰެ։
   w μ΢δϣʔϯζɺສਓͷݸਓ৘ใ͕ΞΫηεՄೳ
   ͳঢ়ଶͰެ։
   w 88&ɺສ݅ͷݸਓ৘ใ͕ΞΫηεՄೳͳঢ়ଶ
   Ͱެ։
   ૬͙࣍"NB[PO4ͷઃఆϛεʹΑΔ৘ใ࿙͍͑ࣄނ େݩོࢤ
   ݸਓ:BIPPχϡʔε
   IUUQTOFXTZBIPPDPKQCZMJOFPINPUPUBLBTIJ
   

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10. ࣄނ͕ى͖Δͨͼ͜͏͍͏͜ͱΛݴ͏ਓ͕͍Δ
    ΍ͬͺΓΫϥ΢υ͸
    ηΩϡϦςΟ͕ෆ͔҆ͩΒ΍Γͨ͘ͳ͍
    

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11. Ϋϥ΢υ͔ͩΒࣄނ͕ى͖͍ͯΔΘ͚Ͱ͸ͳ͍
    ͜ΕΒͷ໰୊͸"84ଆʹ͋ΔΘ͚Ͱ͸ͳ͘ɺద
    ੾ͳݖݶ؅ཧ͕ߦΘΕ͍ͯͳ͔ͬͨࣄ͕ݪҼ
    ͔͠͠ɺΫϥ΢υͩͱηΩϡϦςΟ͕ෆ҆ͱ͍͏
    ੠͸ະͩʹΑ͘ฉ͖·͢
    

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12. Ϋϥ΢υΛ࢖͏ཧ༝ɾ࢖Θͳ͍ཧ༝
    IUUQXXXBUNBSLJUDPKQBJUBSUJDMFTOFXTIUNM
    ηΩϡϦςΟͷڧΈΛཧ༝ʹΫϥ΢υΛར༻͢Δ
    Ϣʔβ͕૿͍͑ͯΔதɺٯʹΫϥ΢υΛ࢖Θͳ͍
    ཧ༝ͱͯ͠ηΩϡϦςΟ্͕͕͍ͬͯΔ
    

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13. Ϋϥ΢υΛ࢖͏ཧ༝ɾ࢖Θͳ͍ཧ༝
    ૯຿লͷ௨৴ར
    ༻ಈ޲ௐࠪͰ΋
    ૒ํͷཧ༝ͷ্
    ҐʹηΩϡϦςΟ
    ্͕͕͍ͬͯΔ
    ฏ੒28೥௨৴ར༻ಈ޲ௐࠪ http://www.soumu.go.jp/johotsusintokei/statistics/statistics05b2.html
    

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14. Ϋϥ΢υ͕҆શͰ͋Δ͜ͱ͸ཧղ͞Ε͖͍ͯͯΔ
    Ϋϥ΢υར༻ऀͷؒͰ͸Ϋϥ΢υ͕҆શͰ͋Δ͜
    ͱ͸ެ஌ͷࣄ࣮
    Ͱ͸ͳͥɺΫϥ΢υΛར༻͠ͳ͍ਓ͕ηΩϡϦςΟ
    ʹର͢Δݒ೦Λ͍࣋ͬͯΔͷ͔ʁ
    

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15. Ϋϥ΢υ΍Γͨ͘ͳ͍ਓͷݴ͍෼ Ұྫ
    
    Πϯλʔωοτʹ͞Β͞ΕΔ͔Β
    खݩʹͳ͍͔Β
    উखʹݟΒΕΔ͔Β
    

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16. ࣮ࡍ͸ͦΜͳ͜ͱແ͍
    Πϯλʔωοτʹ͞Β͞ΕΔ
    w71/΍ઐ༻ઢ౳ͰΠϯλʔωοτʹ௚઀ग़ͳ͍ߏ੒΋Մೳ
    wΉ͠Ζσʔλ΍Ϧιʔεʹରͯ͠ΞΫηε੍ޚ౳Λࡉ͔͘ઃఆՄೳ
    खݩʹͳ͍
    wσʔλ͸Ͳ͜ʹ͋ͬͯ΋มΘΒͳ͍
    w৔ॴΑΓ҉߸Խ౳ͷରࡦ͕͞Ε͍ͯΔͷ͔͕໰୊
    উखʹݟΒΕΔ ओʹถࠃ๏ɾ&6๏౳
    
    w҉߸Խख๏ʹΑΓݟΒΕͳ͍Α͏ʹͰ͖Δ
    wσʔλͷݖݶ؅ཧ΍ϩά؅ཧΛΑΓݫີʹઃఆͰ͖Δ
    w೔ຊ๏ͷద༻΋Մೳ /&8
    
    w IUUQTBXTBNB[PODPNKQCMPHTOFXTIPXUPDIBOHFBXTDBCZBSUJGBDU
    

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17. Ϋϥ΢υ΍Γͨ͘ͳ͍ਓʹਖ਼࿦Λݴ͏ͱ࠷ޙʹ͜͏ͳΔ
    Ͱ΋ͳΜ͔ෆ҆
    

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18. ΋͸΍ηΩϡϦςΟͰ͸ͳ͍
    Ϋϥ΢υͷηΩϡϦςΟ͕ෆ҆ͱ͍͏ͷ͸
    ҆શͰ͸ͳ͍ͱ͍͏͜ͱͰ͸ͳͯ͘
    ҆શͰ͋Δ͜ͱΛ஌Βͳ͍͔Β
    ҆৺Ͱ͖ͳ͍ɹɹෆ҆
    

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19. ͱ͍͏Θ͚Ͱ
    ͪΌΜͱ஌Γ·͠ΐ͏
    

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20. ͦ΋ͦ΋ηΩϡϦςΟͱ͸
    ৘ใηΩϡϦςΟ͸ɺ+*42ʢ͢ͳΘͪ*40*&$ʣʹΑͬͯɺ
    ৘ใͷػີੑɺ׬શੑɺՄ༻ੑΛҡ࣋͢Δ͜ͱͱఆٛ͞Ε͍ͯΔɻ
    w ػີੑ DPOpEFOUJBMJUZ
    ৘ใ΁ͷΞΫηεΛೝΊΒΕͨऀ͚͕ͩɺͦͷ৘ใ
    ʹΞΫηεͰ͖Δঢ়ଶΛ֬อ͢Δ͜ͱ
    w ׬શੑ JOUFHSJUZ
    ৘ใ͕ഁյɺվ͟Μຢ͸ফڈ͞Ε͍ͯͳ͍ঢ়ଶΛ֬อ͢Δ
    ͜ͱ
    w Մ༻ੑ BWBJMBCJMJUZ
    ৘ใ΁ͷΞΫηεΛೝΊΒΕͨऀ͕ɺඞཁ࣌ʹதஅ͢Δ
    ͜ͱͳ͘ɺ৘ใٴͼؔ࿈ࢿ࢈ʹΞΫηεͰ͖Δঢ়ଶΛ֬อ͢Δ͜ͱ
    8JLJൈਮ
    IUUQTKBXJLJQFEJBPSHXJLJ৘ใηΩϡϦςΟ
    *5Ͱݴ͏ηΩϡϦςΟ͸৘ใηΩϡϦςΟ
    

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21. ׬શͳηΩϡϦςΟ͸ແ͍
    w ػີੑɾՄ༻ੑɾ׬શੑʹ͍ͭͯͲ͜·Ͱ΍Δ͔Λ
    ܾΊΔඞཁ͕͋Δ
    w ৘ใࢿ࢈Λચ͍ग़ͯ͠ɺͦΕͧΕʹϦεΫධՁΛߦ
    ͏
    w ϦεΫධՁͷج४͸*40͕ͭͷࢀߟʹͳ
    Δ
    w Ϋϥ΢υͰ΋ߟ͑Δ͜ͱ͸ΦϯϓϨͱಉ͡
    

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22. େࣄͳ͜ͱ
    ηΩϡϦςΟ͸ϏδωεΛ્֐͢Δ΋ͷͰ͸ͳ͍
    ޮ཰Α͘ద੾ʹηΩϡϦςΟରࡦΛߦ͍
    Ϗδωε ຊۀ
    ΛՃ଎ͤ͞Δࣄ͕େࣄ
    ϏδωεΛՃ଎ͤ͞ΔͨΊʹ
    Ϋϥ΢υͷॊೈੑ͕ඞཁͰ͔͢ʁ
    

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23. "84͸੹೚ڞ༗Ϟσϧ
    ௿͍ϨΠϠʔͷ෦෼͸"84͕੹೚Λ΋͍ͬͯΔ
    ΦϯϓϨΑΓ΋໘౗ΛݟΔ෦෼͕ݮΔ
    

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24. ͞Βʹ"84ͩͱϝϦοτ͸͍ͬͺ͍͋Δ
    IUUQTBXTBNB[PODPNKQTFDVSJUZ
    

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25. "84ͷϝϦοτΛൈਮ
    w σʔλͷอޢ
    w σʔλͷ҉߸Խػೳ͕࠷ॳ͔Β͋Γ͙͢ར༻Մೳ
    w ݤ؅ཧΛ"84͔ࣗલͲͪΒͰߦ͏͔બ୒Մೳ
    w ίϯϓϥΠΞϯεͷཁ݅ʹ४ڌ
    w *40ɺ40$ɺ1$*%44ɺ)*11"౳
    w ར༻ऀ͸"84ʹ೚͍ͤͯΔ෦෼ʹ͓͍ͯվΊͯ؂ࠪΛड͚Δඞཁ͸ͳ͍
    w ίετ࡟ݮ
    w ߴ౓ͳηΩϡϦςΟΛอͪͭͭ"84ͷσʔληϯλʔΛར༻Ͱ͖Δ
    w ར༻ͨ͠෼͚ͩࢧ෷͑͹͍͍ɺߴՁͳॳظඅ༻͸ෆཁ
    w ਝ଎ͳεέʔϦϯά
    w ඞཁͳ෼͚ͩηΩϡϦςΟ΋εέʔϧͰ͖Δ
    

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26. ͋ΘͤͯಡΈ͍ͨ
    γϚϯςοΫ͔Β΋ϗϫΠτϖʔύʔ͕ग़͍ͯ·͢
    ෼ͰΘ͔ΔΫϥ΢υηΩϡϦςΟͷͭͷϙΠϯτ
    IUUQTXXXKQXFCTFDVSJUZTZNBOUFDDPNXFMDPNFQEG
    XQ@DMPVETFDVSJUZQEG
    Ϋϥ΢υΛ࢝ΊΔʹ͋ͨͬͯ࠷ॳʹݕ౼͕ඞཁͳηΩϡϦςΟͷ
    ߲໨ʹ͍ͭͯղઆ͞Ε͍ͯ·͢
    

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27. ۀքஂମͷج४ʹର͢Δ۩ମࡦ΋͋Δ
    ྫ͑͹ۚ༥ۀքͰͷ҆શج४Ͱ͋Δ
    '*4$ͷ҆શରࡦج४Λຬͨͨ͢Ίͷ۩ମࡦΛ
    "84͕ग़͍ͯ͠Δ
    IUUQTBXTBNB[PODPNKQDPNQMJBODFpTD
    

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28. "84ʹؔ͢ΔηΩϡϦςΟͷ৘ใ͸ࢁ΄Ͳ͋Δ
    ࣄྫ΋͍ͬͺ͍
    IUUQTBXTBNB[PODPNKQDPNQBSJTPOPOQSFNJTFBXT
    

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29. ΦϯϓϨͱΫϥ΢υͷηΩϡϦςΟൺֱ͸φϯηϯε
    ʮͦ΋ͦ΋ɺ͍·ࣗࣾͰ࢖͍ͬͯΔΦϯϓϨϛεͷ؀
    ڥ͕҆શͰ͋Δͱ͍͏อূ͸͋Γ·ͤΜɻΦϯϓϨϛ
    εͱΫϥ΢υͰηΩϡϦςΟΛൺֱͨ͠৔߹ɺΦϯϓ
    Ϩϛε͕Ϋϥ΢υΑΓ΋੬ऑͩͱ͍͏έʔε͕ଟ͘ɺ
    Ή͠ΖΫϥ΢υʹҠߦͨ͠ํ͕ɺηΩϡϦςΟʹؔ͢
    Δ৺഑͸ݮΔՄೳੑ͕ߴ͍Ͱ͢ʯ
    Ϋϥ΢υͱΦϯϓϨϛεΛൺֱ͢Δҙຯ͸ʁηΩϡϦςΟ౤ࢿͰ$*0͕ҙࣝ͢΂͖͜ͱ
    IUUQTXXXTCCJUKQBSUJDMFDPOU
    

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30. ୈ෦·ͱΊ
    Ϋϥ΢υͷ΄͏͕ߴηΩϡϦςΟΛอͪ΍͍͢͜ͱ͸
    ެ஌ͷࣄ࣮
    ಛʹ"84͕ެࣜʹग़͍ͯ͠Δ৘ใΛਖ਼͘͠ཧղͯ͠ద
    ੾ͳબ୒Λ͠Α͏
    ΦϯϓϨϛεͱͷൺֱ͸φϯηϯε
    

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31. ͋ΘͤͯಡΈ͍ͨ
    "84ͷσʔληϯλʔ
    IUUQTBXTBNB[PODPNKQDPNQMJBODFEBUBDFOUFSEBUBDFOUFST
    

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32. ͋ΘͤͯಡΈ͍ͨ
    ҙਤͤͣެ։͍ͯ͠Δ4όέοτ͸͋Γ·ͤΜ͔ʁʙ
    4ΞΫηεݖݶઃఆΛݟ௚ͦ͏ʙ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTDIFDLZPVSTBDDFTTDPOpHVSBUJPO
    طʹ4Λར༻͍ͯͯ͠ɺෆ҆ʹͳͬͨํ͸νΣοΫʂ
    

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33. "84͕҆શͳͷ͸Θ͔ͬͨ
    Ͱ΋҆શʹઃܭͯͪ͠ΌΜͱӡ༻Ͱ͖Δ͔ෆ҆
    

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34. େৎ෉
    ษڧ͠·͠ΐ͏
    

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35. ͱΓ͋͑ͣ͜Ε͚ͩߟ͓͚͑ͯ͹0,ͳ
    "84ηΩϡϦςΟࣄ࢝Ί
    

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36. "84ͷϕετϓϥΫςΟε
    "848FMM"SDIJUFDUFE'SBNFXPSL
    "84͕ɺ೥Ҏ্ʹ౉ͬͯɺ༷ʑͳۀछۀքɺ਺ଟ͘ͷ͓٬༷ͷ
    ΞʔΩςΫνϟઃܭ͓ΑͼݕূΛ͓ख఻͍͖ͯͨ͠ܦݧ͔Β࡞੒ͨ͠ɺ
    Ϋϥ΢υઃܭɺߏஙɺӡ༻ͷϕετϓϥΫςΟεूwΫϥ΢υͰͷઃ
    ܭݪଇͱηΩϡϦςΟɺ৴པੑɺύϑΥʔϚϯεޮ཰ɺίετͷ࠷ద
    Խɺӡ༻ੑʹ͍ͭͯͷϕετϓϥΫςΟε͕࣭໰ܗࣜͰهࡌ͞Ε͍ͯ
    Δ
    ஔ͖৔ "84ϗϫΠτϖʔύʔ
    
    IUUQTBXTBNB[PODPNKQXIJUFQBQFST
    ೔ຊޠ൛
    IUUQTNFEJBBNB[POXFCTFSWJDFTDPNKQXQ8FMM"SDIJUFDUFE@8IJUFQBQFS@W@+1QEG
    

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37. "84ͷηΩϡϦςΟϕετϓϥΫςΟε
    8FMM"SDIͷதʹ͸ͭͷப ηΩϡϦςΟɾ৴
    པੑɾύϑΥʔϚϯεޮ཰ɾίετͷ࠷దԽɾӡ
    ༻ੑ
    ͕͋ΓɺͦΕͧΕͷப͝ͱͷৄࡉͳϗϫΠ
    τϖʔύʔ΋͋Γ·͢
    IUUQTBXTBNB[PODPNKQ
    XIJUFQBQFST
    

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38. ͜ΕͰόονϦ
    ඞཁͳ৘ใ͸શͯAWS͕ఏڙ͍ͯ͠Δ
    ϕετϓϥΫςΟεूΛҰ௨ΓಡΜͰ͓͚͹OKͰ͢
    Ҏ্
    

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39. ͱ͸͍ͬͯ΋
    ݁ߏͳυΩϡϝϯτྔ͕͋Δ
    ࣮ࡍʹ΍Δͷ͸େม
    ΋͏গ͠ϋϚΓͦ͏ͳͱ͜Ζͱ͔ΛؚΊղઆ͠·͢
    

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40. ͋ΘͤͯಡΈ͍ͨ
    "84͝ར༻։࢝࣌ʹ࠷௿ݶ͓͓͖͍͑ͯͨ͞ͷ͜ͱ
    IUUQTXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBO
    EBZXJUIBNB[POXFCTFSWJDFTBXT
    

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41. 8"ͷηΩϡϦςΟݸͷ࣭໰
    4&$"84ϧʔτΞΧ΢ϯτͷೝূ৘ใ΁ͷΞΫηεͱ࢖༻ΛͲͷΑ͏ʹอޢ͍ͯ͠·͔͢ɻ
    4&$"84Ϛωδϝϯτίϯιʔϧͱ"1*΁ͷϢʔβʔʹΑΔΞΫηεΛ੍ޚ͢ΔͨΊʹɺγες
    ϜϢʔβʔͷϩʔϧͱ੹೚ΛͲͷΑ͏ʹఆ͍ٛͯ͠·͔͢ɻ
    4&$"84Ϧιʔε΁ͷࣗಈԽ͞ΕͨΞΫηεΛͲͷΑ͏ʹ੍ݶ͍ͯ͠·͔͢ ΞϓϦέʔγϣϯɺ
    εΫϦϓτɺαʔυύʔςΟʔͷπʔϧ΍αʔϏεͳͲ
    ɻ
    4&$ϩάΛͲͷΑ͏ʹऔಘͯ͠෼ੳ͍ͯ͠·͔͢ɻ
    4&$ωοτϫʔΫ͓ΑͼϗετϨϕϧͷڥքอޢΛͲͷΑ͏ʹ࣮ࢪ͍ͯ͠·͔͢ɻ
    4&$"84αʔϏεϨϕϧηΩϡϦςΟػೳΛͲͷΑ͏ʹ׆༻͍ͯ͠·͔͢ɻ
    4&$"NB[PO&$Πϯελϯε্ͷΦϖϨʔςΟϯάγεςϜͷ੔߹ੑ͸ͲͷΑ͏ʹอޢ͍ͯ͠
    ·͔͢ɻ
    4&$σʔλΛͲͷΑ͏ʹ෼ྨ͍ͯ͠·͔͢ɻ
    4&$อ؅࣌ͷσʔλΛͲͷΑ͏ʹ҉߸Խɺอޢ͍ͯ͠·͔͢ɻ
    4&$Ωʔͱೝূ৘ใΛͲͷΑ͏ʹ؅ཧ͍ͯ͠·͔͢ɻ
    4&$఻ૹதͷσʔλΛͲͷΑ͏ʹ҉߸Խɺอޢ͍ͯ͠·͔͢ɻ
    4&$ͲͷΑ͏ʹͯ͠ద੾ͳΠϯγσϯτରԠ͕औΕΔ͜ͱΛ֬ೝͰ͖·͔͢ɻ
    

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42. αʔϏεͷิ଍*".
    *EFOUJUZBOE"DDFTT.BOBHFNFOU *".
    ͱ͸
    "84Ϧιʔε΁ͷΞΫηεΛ҆શʹ੍ޚ͢ΔͨΊͷαʔϏε
    "84ͷجຊͰ΋͋ΓɺԞ͕ਂ͍αʔϏεͰ΋͋Δ
    ҎԼͷػೳΛఏڙ
    w Ϣʔβೝূ৘ใ؅ཧ
    w *".Ϣʔβ
    w .'"
    w ೝূ৘ใͷϩʔςʔγϣϯ
    w ΞΫηεݖݶ؅ཧ
    w *".άϧʔϓ
    w *".ϙϦγʔ
    w "84Ϧιʔε΁ͷ҆શͳΞΫηε
    w *".ϩʔϧ
    https://www.slideshare.net/AmazonWebServicesJapan/aws-black-
    belt-online-seminar-aws-identity-and-access-management-aws-iam
    

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43. ͋ΘͤͯಡΈ͍ͨ
    "84࠶ೖ໳"84*". *EFOUJUZBOE"DDFTT
    .BOBHFNFOU
    ฤ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTDNBEWFOUDBMFOEBSHFUUJOH
    TUBSUFEBHBJOBXTJBN
    "84Ϛωδϝϯτίϯιʔϧ্ͱ࿈ಈ͠ͳ͕Βઆ໌͞Ε͍ͯͯɺը໘Λ
    ৮ΔΠϝʔδ͕௫ΊΔͷͰΦεεϝ
    

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44. *".पΓͷཁ݅
    4&$"84ϧʔτΞΧ΢ϯτͷೝূ৘ใ΁ͷΞΫηεͱ࢖༻ΛͲͷΑ͏ʹ
    อޢ͍ͯ͠·͔͢ɻ
    w ճ౴"84ϧʔτΞΧ΢ϯτ͸ۃྗ࢖༻͠ͳ͍
    4&$"84Ϛωδϝϯτίϯιʔϧͱ"1*΁ͷϢʔβʔʹΑΔΞΫηε
    Λ੍ޚ͢ΔͨΊʹɺγεςϜϢʔβʔͷϩʔϧͱ੹೚ΛͲͷΑ͏ʹఆ͍ٛͯ͠
    ·͔͢ɻ
    w ճ౴Ϣʔβ͸࠷খݶͷݖݶΛઃఆ͢Δ
    4&$"84Ϧιʔε΁ͷࣗಈԽ͞ΕͨΞΫηεΛͲͷΑ͏ʹ੍ݶ͍ͯ͠·
    ͔͢ ΞϓϦέʔγϣϯɺεΫϦϓτɺαʔυύʔςΟʔͷπʔϧ΍αʔϏε
    ͳͲ
    ɻ
    w ճ౴ೝূ৘ใΛຒΊࠐ·ͳ͍
    

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45. 4&$ճ౴"84ϧʔτΞΧ΢ϯτ͸ۃྗ࢖༻͠ͳ͍
    "84ϧʔτΞΧ΢ϯτ͸ΞΧ΢ϯτ࡞੒࣌ʹར
    ༻ͨ͠ϝʔϧΞυϨεɺύεϫʔυͰϩάΠϯͰ
    ͖ɺશݖݶΛ࣋ͭ
    "84ϧʔτΞΧ΢ϯτ͸ݖݶ͕ڧ͗͢ΔͨΊɺ
    *".ϢʔβΛ࡞੒ͯͦͪ͠ΒΛར༻͢Δ
    "84ϧʔτΞΧ΢ϯτ͸.'"Λઃఆͯ͠جຊ࢖
    ༻͠ͳ͍
    

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46. 4&$
    ճ౴Ϣʔβ͸࠷খݶͷݖݶΛઃఆ͢Δ
    *".ϢʔβͱάϧʔϓΛར༻ͯ͠࠷খݶͷݖݶΛ
    ෇༩͢Δ
    ࠷খݶͷݖݶ͔Β։࢝ͯ͠ɺඞཁʹԠͯ͡௥Ճͷ
    ΞΫηεݖΛ෇༩͢Δ
    Ͱ΋ɺ͜͜͸ϋϚϦϙΠϯτʂ
    

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47. ࠷খݶͷݖݶͬͯ͘͢͝೉͍͠
    ͦ΋ͦ΋࠷ॳ͸ͲΜͳݖݶ͕͋Δ͔Θ͔Βͳ͍
    ඞཁʹԠͯ͡௥Ճ͍ͯ͘͠ϑϩʔʹΑΓɺͲΜͳ
    ݖݶ͕͋Δ͔Λ͖ͪΜͱֶश͍ͯ͘͠ૂ͍΋͋Δ
    ͷͰɺ࣮ફ͢ΔϝϦοτ͸े෼͋Δ
    ͨͩ͠ɺຊ౰ʹθϩݖݶ͔Βඞཁͳ΋ͷΛߟ͑ग़
    ͢ͱΩϦ͕ͳ͍
    

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48. ྫ&$ʹؔΘΔݖݶҰཡ
    શ෦Ͱݸ ݱࡏ
    
    

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49. ࠷খݶͷݖݶʹ͢ΔͨΊͷߟ͑ํ
    w ·ͣ͸ݕূ༻"84ΞΧ΢ϯτͰ
    1PXFS6TFS "84؅ཧϙϦγʔ
    ͱ
    JBN1BTT3PMFΛઃఆͨ͠ϢʔβͰ֤छݕূ
    w 1PXFS6TFS͸*".Ҏ֎ͷૢ࡞͕΄΅Մೳ
    w ར༻͢ΔαʔϏεʹΑΓɺ*".ϩʔϧΛ෇༩͢Δඞཁ͕ग़ͯ͘ΔͷͰͦΕ΋
    ڐՄ͢Δ
    w ݕূ࣌ʹར༻ͨ͠ݖݶΛચ͍ग़ͯ͠ɺຊ൪༻"84
    ΞΧ΢ϯτͰ࠷খݖݶͷઃఆΛߦ͏
    

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50. ͋ΘͤͯಡΈ͍ͨ
    ʲ5JQTʳ"ENJOݖݶΛ͍࣋ͬͯͳ͍*".Ϣʔ
    βͰ*".3PMFΛઃఆ͢ΔͨΊͷϙϦγʔઃఆ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTJBNQBTTSPMF
    

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51. ͋ΘͤͯಡΈ͍ͨ
    "84ΞΧ΢ϯτͱ71$ɺ෼͚Δʁ෼͚ͳ͍ʁ෼ׂ
    ύλʔϯͷϝϦοτɾσϝϦοτ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTBDDPVOUBOEWQDEJWJEJOHQBUUFSO
    ΞΧ΢ϯτ෼ׂ ઓུ
    ͷ఼ಊೖΓهࣄ
    

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52. ͋ΘͤͯಡΈ͍ͨ
    "84*".ϙϦγʔΛཧղ͢Δ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTJBNQPMJDZ
    *".ϙϦγʔछ "84؅ཧϙϦγʔɺΧελϚʔ؅ཧϙϦγʔɺ
    ΠϯϥΠϯϙϦγʔ
    ʹ͍ͭͯղઆ͞Ε͍ͯ·͢ɻ
    

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53. ࠷খݶͷݖݶʹ͢ΔͨΊͷߟ͑ํ
    "84؅ཧϙϦγʔΛར༻͢Δ͜ͱʹΑΓඞཁͳݖݶΛָʹઃ
    ఆͰ͖Δ
    "84؅ཧϙϦγʔ͸"84͕؅ཧࣗ͠ಈతʹϝϯςφϯε͞Ε
    ΔϙϦγʔͷͨΊɺ৽͍͠ػೳ௥Ճͱͱ΋ʹ಺༰͕௥Ճ͞ΕΔ
    ͜ͱ΋͋Γɺख͍ؒΒͣ
    &$ͷ3FBE0OMZ౳ݫີʹ؅ཧ͢Δඞཁੑ͕গͳ͍ ଟগൣ
    ғ͕޿ͯ͘΋ϦεΫ͕௿͍
    ϙϦγʔ͸ϚωʔδυϙϦγʔར༻
    ʹدͤΔ͜ͱ΋ӡ༻ෛՙܰݮͷͨΊʹݕ౼ͯ͠΋͍͍
    

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54. 4&$ճ౴ೝূ৘ใΛຒΊࠐ·ͳ͍
    *".ϩʔϧΛར༻ͯ͠ɺೝূ৘ใͷ࿙ӮϦεΫΛ௿ݮ͢Δ
    IUUQTXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBOBXTCMBDLCFMUPOMJOFTFNJOBSBXTJEFOUJUZ
    BOEBDDFTTNBOBHFNFOUBXTJBN
    

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55. ͋ΘͤͯಡΈ͍ͨ
    *".ͷϕετϓϥΫςΟε
    IUUQTEPDTBXTBNB[PODPNKB@KQ*".MBUFTU6TFS(VJEFCFTU
    QSBDUJDFTIUNM
    "84͕ग़͍ͯ͠Δ͞Βʹ*".ʹಛԽͨ͠ϕετ
    ϓϥΫςΟε
    ຊ౰ʹ͕ͬ͠Γ৘ใ͕٧·͍ͬͯΔͷͰͨ·ʹৼ
    ΓฦͬͯΈΔͱ͍͍Ͱ͢
    

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56. ͋ΘͤͯಡΈ͍ͨ
    "84ίϯιʔϧͷϩάΠϯ༻ΞΧ΢ϯτΛ*".ͷϕε
    τϓϥΫςΟεʹैͬͯ࡞੒ͯ͠Έͨ ઃఆฤ
    
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTJBNMPHJOVTFSCFTUQSBDUJDFT
    ࣮ࡍʹ*".ϕετϓϥΫςΟεΛຬͨ͢Α͏ʹઃఆ͢Δํ๏Λ֬ೝͰ͖·͢
    

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57. *".ઃఆͷΑΓ࣮ફతɾ۩ମతͳࢦඪ
    $*4ϕϯνϚʔΫ
    ϕετϓϥΫςΟεʹج͍ͮͨ۩ମతͳύϥϝʔλ΍ઃఆʹ͍ͭͯج
    ४Λઃ͚͍ͯΔ
    ΍΍ෆศͳ΋ͷ΋͋ΔͷͰɺऔࣺબ୒͢Δ
    ϏδωεΛՃ଎͢Δҝʹརศੑ͕ଛͳΘΕΔΑ͏ͳ৔߹ʹ͸ཁݕ౼
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTSFBEJOHDJTBXTGPVOEBUJPOCFODINBSL
    

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58. ϩάɾূ੻؅ཧཁ݅
    4&$ϩάΛͲͷΑ͏ʹऔಘͯ͠෼ੳ͍ͯ͠·
    ͔͢ɻ
    w ճ౴ূ੻औಘΛߦ͏
    

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59. 4&$ճ౴ূ੻औಘΛߦ͏
    "84$MPVE5SBJMʹΑΓૢ࡞ϩάΛऔಘ͢Δ
    $MPVE5SBJM͸"1*ૢ࡞ͳͲͷΞΫγϣϯΛϩΪϯά͢Δαʔ
    Ϗε
    ηΩϡϦςΟΠϯγσϯτ౳͕ൃੜͨ͠ࡍʹ෼ੳʹ׆༻
    શϦʔδϣϯͰͷ༗ޮԽΛਪ঑
    ͪΐͼͬͱ͓͕͔͔ۚΔͷͰ஫ҙ
    IUUQTBXTBNB[PODPNKQDMPVEUSBJMQSJDJOH
    

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60. ͋ΘͤͯಡΈ͍ͨ
    ৽نΞΧ΢ϯτͰ΋͜ΕҰൃʂ$MPVE5SBJMΛશ
    ϦʔδϣϯͰ༗ޮԽ͢ΔεΫϦϓτΛॻ͍ͨ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTDMPVEUSBJMBDUJWBUF
    ·ͩ༗ޮʹͳ͍ͬͯͳ͍ΞΧ΢ϯτ͸ҰൃೖΕ͓͖ͯ·͠ΐ͏
    

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61. τϥοΩϯάͷͨΊʹ"84$POpH΋༗ޮʹ
    "84$POpHͱ͸ɺηΩϡϦςΟͱΨόφϯεΛՄೳʹ͢
    Δߏ੒มߋͷ௨஌ɺߏ੒ཤྺɺ"84ϦιʔεͷΠϯϕϯτ
    ϦʔΛ͓٬༷΁ఏڙ͢Δ׬શϚωʔδυܕͷαʔϏεͰ͢ɻ
    ؆୯ʹ"84Ϧιʔεͷߏ੒΍มߋΛՄࢹԽ͢Δ͜ͱ͕ग़དྷ
    ·͢ɻ
    "84࠶ೖ໳"84$POpHฤ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTDNBEWFOUDBMFOEBSBXTSFFOUFSJOHBXT
    DPOpH
    

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62. "84Ҏ֎ͷϩά΋औΓ·͠ΐ͏
    71$'MPX-PHTͰωοτϫʔΫͷϩάΛऔಘ
    શτϥϑΟοΫऔಘ͢ΔͷͰɺ࢖͍͗͢஫ҙ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTJOUSPEVDFUPWQDqPXMPH
    $MPVE8BUDI-PHTʹBQBDIFͷϩάͳͲΛసૹ
    "VUP4DBMJOH͢Δ৔߹ͳͲɺϩʔΧϧʹอଘ͢Δ͜ͱ͕޷·͠
    ͘ͳ͍৔߹ʹ͸֎ʹग़͢
    4ʹग़͢ͷ΋Մ ओʹඅ༻ͱ૬ஊ
    
    IUUQTEFWDMBTTNFUIPEKQDMPVEDMPVEXBUDIMPHTBQBDIF
    

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63. Πϯϑϥͷอޢཁ݅
    4&$ωοτϫʔΫ͓ΑͼϗετϨϕϧͷڥքอޢΛͲͷΑ
    ͏ʹ࣮ࢪ͍ͯ͠·͔͢ɻ
    w ճ౴֤ϨΠϠʔͰͷηΩϡϦςΟରࡦ
    4&$"84αʔϏεϨϕϧηΩϡϦςΟػೳΛͲͷΑ͏ʹ
    ׆༻͍ͯ͠·͔͢ɻ
    w ճ౴"84αʔϏε΁ͷΞΫηε੍ݶΛઃఆ͢Δ
    4&$"NB[PO&$Πϯελϯε্ͷΦϖϨʔςΟϯά
    γεςϜͷ੔߹ੑ͸ͲͷΑ͏ʹอޢ͍ͯ͠·͔͢ɻ
    w ճ౴αʔυύʔςΟπʔϧ౳ʹΑΔ04อޢ
    

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64. 4&$ճ౴֤ϨΠϠʔͰͷηΩϡϦςΟରࡦ
    w "848"' ϗετϕʔεϑΝΠΞ΢Υʔϧ ηΩϡ
    ϦςΟάϧʔϓ /"$-౳ωοτϫʔΫڥքͰ๷ޚ
    w ಛʹϨΠϠʔͷ௿͍෦෼͸ඞͣݫີʹઃఆ͢Δ
    w "848"' ϗετϕʔεϑΝΠΞ΢Υʔϧ͸
    "84্Ͱར༻͠΍্͍͢ҐϨΠϠʔͷηΩϡϦςΟ
    ରࡦͳͷͰɺಉϨΠϠʔͷଞͷੑ࣭ͷ੡඼ΑΓ༏
    ઌͯ͠ݕ౼͢Δ
    

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65. ͋ΘͤͯಡΈ͍ͨ
    "NB[PO&$ΞΫηε੍ޚϨγϐ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTFDDBDFTT
    &$΍3%4Λ૊Έ߹Θͤͨߏ੒ʹ߹ΘͤͨηΩϡϦςΟάϧʔ
    ϓ΍/"$-ͷઃఆ͕঺հ͞Ε͍ͯͯɺ࣮ફతͳߏ੒ʹجͮ͘ઃఆ
    ํ๏͕ཧղͰ͖·͢
    

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66. 4&$ճ౴"84αʔϏε΁ͷΞΫηε੍ݶΛઃఆ͢Δ
    4΍%ZOBNP%#౳ʹΤϯυϢʔβ͔Β௚઀Ξ
    Ϋηε ͋Δ͍͸ΫϥΠΞϯταΠυͰ4%,ܦ༝
    ͰͷΞΫηε
    ͕͋Δ৔߹ʹ͸4όέοτϙϦγʔ
    ౳ͷઃఆͰద੾ʹΞΫηε੍ݶΛߦ͏
    ෆಛఆଟ਺ͷϢʔβ͔ΒͷΞΫηε͕૝ఆ͞ΕΔ
    ෦෼͸ಛʹ஫ҙ͕ඞཁ
    

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67. ͋ΘͤͯಡΈ͍ͨ
    4ͷΞΫηείϯτϩʔϧ͕ଟ͗ͯ͢༁͕ղΒ
    ͳ͍ͷͰ੔ཧͯ͠ΈΔ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTTBDMXBLFXBLBNF
    4ͷΞΫηείϯτϩʔϧʹར༻Ͱ͖Δख๏͕ز͔ͭ͋Γɺҧ͍͕Θ͔Γ
    ͮΒ͍Ͱ͕ͪ͢͜ΒͰͲͷΑ͏ͳ৔໘ʹద͍ͯ͠Δ͔ղઆ͞Ε͍ͯ·͢
    

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68. 4&$ճ౴αʔυύʔςΟπʔϧ౳ʹΑΔ04อޢ
    04ϨϕϧͷηΩϡϦςΟ͸"84Ͱ͸໘౗Λݟͯ͘Εͳ͍
    ৴པͰ͖Δ".*Λར༻ͭͭ͠ɺϗετܕͷΞϯνϚϧ΢Σ
    Ξ੡඼౳Λར༻͢Δ
    Ճ͑ͯɺ*14΍มߋ؂ࢹ౳ෳ਺ͷ࢓૊ΈΛ૊Έ߹Θͤͯ04
    Λอޢ͢Δͱྑ͍
    "84.BSLFUQMBDF΍"1/ύʔτφʔ੡඼ʹΑΓอޢ
    ΋Մೳ͕ͩɺ੡඼ͷબఆ͸ϋϚϦϙΠϯτʂ
    

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69. αʔυύʔςΟ੡඼͸"84ͱͷ਌࿨ੑΛݕূ͢Δ
    "84.BSLFUQMBDF΍"1/ύʔτφʔ੡඼Ͱ΋ɺΦϯϓϨ؀ڥͰར༻͢Δ੡඼Λ
    ͦͷ··͖͍࣋ͬͯͯΔ΋ͷ΋͋Δ
    தʹ͸Ϋϥ΢υʹదͨ͠ΞʔΩςΫνϟͰಈ࡞͠ͳ͍੡඼΋͋Δ
    Ұͭͷج४ʹͳΔͷ͸ɺ"VUP4DBMJOH౳ͷॊೈͳߏ੒ʹ଱͑͏Δ͔Λ֬ೝ͢Δ͜ͱ
    อޢର৅ͷ&$͕εέʔϧͯ͠΋ɺαʔυύʔςΟ੡඼͕εέʔϧ͠ͳ͚Ε͹Ϙτϧ
    ωοΫͱͳΔͨΊɺجຊతʹ͸ϗετܕͷ੡඼Λར༻͢Δ͜ͱͰॊೈੑΛҡ࣋͢Δ͜
    ͱ͕ग़དྷΔ
    "84΋Ϋϥ΢υͱ਌࿨ੑ͕ߴ͍ϗετܕͷ੡඼Λਪ঑͍ͯ͠Δ
    ͨͩ͠ɺεέʔϧ͢Δ৔߹ͷϥΠηϯεܗଶʹ΋஫ҙ
    εέʔϧ͢ΔݟࠐΈͷ࠷େ୆਺෼ࣄલʹߪೖ͢Δඞཁ͕͋Δ৔߹΋͋Δ
    ٯʹɺར༻ͨ͠෼͚ͩ՝ۚ͞ΕΕ͹਌࿨ੑ͕ߴ͍
    

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70. "84.BSLFUQMBDFͰͷར༻͸஫ҙ
    "84.BSLFUQMBDF͔ΒαʔυύʔςΟ੡඼Λར༻͢Δͱɺ
    1":( 1BZ"T:PV(P
    ͷ୅ΘΓʹαϙʔτ͕ւ֎ʹ௚઀
    ࿈བྷ͢Δ͜ͱʹͳΔ͜ͱ΋͋Δ
    ಛʹηΩϡϦςΟ੡඼͸೔ຊ๏ਓͰαϙʔτΛड͚͍ͨέʔ
    ε͕ଟ͍ͷͰɺ#:0- #SJOH:PVS0XO-JDFOTF
    Ͱར
    ༻͢ΔͳͲϝʔΧຖʹ೔ຊͰαϙʔτΛड͚ΒΕΔํ๏Λ֬
    ೝ͢Δ
    Ͱ΋Ұ࣌తͳ੡඼ͷݕূʹ͸1":(͸ͪΐ͏Ͳ͍͍
    

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71. σʔλอޢཁ݅
    4&$σʔλΛͲͷΑ͏ʹ෼ྨ͍ͯ͠·͔͢ɻ
    w ճ౴ϧʔϧʹج͍ͯσʔλͷػີϨϕϧΛ෼ྨ
    4&$อ؅࣌ͷσʔλΛͲͷΑ͏ʹ҉߸Խɺอޢ͍ͯ͠·͔͢ɻ
    w ճ౴෼ྨʹج͍ͮͨ҉߸Խɺอଘํ๏ͷબఆ
    4&$Ωʔͱೝূ৘ใΛͲͷΑ͏ʹ؅ཧ͍ͯ͠·͔͢ɻ
    w ճ౴"84αʔϏεΛ׆༻ͯ͠ݤΛ؅ཧ
    4&$఻ૹதͷσʔλΛͲͷΑ͏ʹ҉߸Խɺอޢ͍ͯ͠·͢
    ͔ɻ
    w ճ౴ܦ࿏͸5-4Ͱ҉߸Խ
    

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72. 4&$ճ౴ϧʔϧʹج͍ͯσʔλͷػີϨϕϧΛ෼ྨ
    *40౳ʹΑΓσʔλΛ෼ྨ͢Δ
    ಛʹݸਓ৘ใΛѻ͍ͬͯΔ৔߹ʹ͸ద੾ʹ෼ྨ͢
    Δ
    

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73. 4&$ճ౴෼ྨʹج͍ͮͨ҉߸Խɺอଘํ๏ͷબఆ
    ෼ྨ͞ΕͨϨϕϧ͝ͱʹ҉߸ڧ౓΍҉߸ํࣜɺอ؅৔ॴ
    ͷબఆΛߦ͏
    ·ͨɺݸਓ৘ใͳͲػີ౓ͷߴ͍σʔλͷ҉߸Խʹ͸ɺ
    ൿີݤΛ֎ʹग़͞ͳ͍Α͏ʹ$4& $MJFOU4JEF
    &ODSZQUJPO
    ɺ44&$ 4FSWFS4JEF
    &ODSZQUJPOXJUI$VTUPNFS1SPWJEFE
    &ODSZQUJPO,FZT
    Λར༻͢Δ͜ͱ΋ݕ౼͢Δ
    

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74. ͋ΘͤͯಡΈ͍ͨ
    "NB[PO4҉߸Խͱӡ༻
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTSVOOJOHTFODSZQUJPO
    ֤҉߸Խํࣜͷઆ໌ͱઃఆྫ͕ॻ͔Ε͍࣮ͯͯફతͰ͢
    

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75. 4&$ճ౴"84αʔϏεΛ׆༻ͯ͠伴Λ؅ཧ
    ൿີݤΛϩʔΧϧʹ࣋ͪɺ֎෦ʹग़͞ͳ͍͜ͱͰ
    ηΩϡϦςΟΛ֬อ͢Δ৔߹΋͋Δ
    ͨͩ͠ɺखݩͰݫॏͰద੾ͳݤ؅ཧ ଱ো֐ੑ΋
    ߟྀ
    ͕Ͱ͖ͳ͍৔߹ʹ͸"84ͷݤ؅ཧαʔϏε
    ͷར༻΋ݕ౼͢Δ
    

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76. "84ͷ伴؅ཧαʔϏε
    "NB[PO,.4
    "NB[PO,FZ.BOBHFNFOU4FSWJDF "84,.4
    ͸σʔλͷ҉߸Խʹ࢖༻͢Δ҉߸Խ
    ΩʔΛ؆୯ʹ࡞੒͓Αͼ؅ཧͰ͖ΔϚωʔδυαʔϏεͰ͢ɻ
    ಛ௃
    w ׬શϚωʔδυͰ͋Δ
    w ҉߸ԽݤΛҰݩ؅ཧͰ͖Δ
    w ҉߸ݤ͸ͷ଱ٱੑ
    w "84ͷ֤छαʔϏεͷσʔλΛ҉߸Խ
    w ΞϓϦέʔγϣϯσʔλΛ҉߸Խ
    w Ωʔͷૢ࡞ཤྺΛ$MPVE5SBJMϩάʹ࢒͠ɺ؂ࠪՄೳ
    "84$MPVE)4.
    Ϋϥ΢υϕʔεͷϋʔυ΢ΣΞηΩϡϦςΟϞδϡʔϧ )4.
    
    '*14ͷϨϕϧೝূࡁΈͷ)4.Λར༻Մೳ
    ๏ྩ९कͷͨΊͷΩʔετϨʔδ
    

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77. ͋ΘͤͯಡΈ͍ͨ
    "84࠶ೖ໳r"NB[PO,.4ฤ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTDNBEWFOUDBMFOEBSBXT
    SFMFBSOJOHLFZNBOBHFNFOUTFSWJDF
    ,.4ͷಛੑͱར༻ํ๏ʹ͍ͭͯઆ໌͕͋Γ·͢
    "84$MPVE)4.ʢ๏ྩ९कͷͨΊͷΩʔετϨʔδʣc"84
    IUUQTBXTBNB[PODPNKQDMPVEITN
    

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78. 4&$ճ౴ܦ࿏͸5-4Ͱ҉߸Խ
    σʔλͷܦ࿏͸શͯ5-4Ͱ҉߸Խ͢Δ
    8FCαʔόͷΤϯυϢʔβͱͷ௨৴ʹ͸)5514
    Λར༻͢Δ
    αʔόূ໌ॻ͸"84$FSUJpDBUF
    .BOBHFS "$.ʣʹΑΓແྉͰऔಘՄೳ
    

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79. ͋ΘͤͯಡΈ͍ͨ
    ʦ"$.ʧ"84ͷແྉ44-ূ໌ॻαʔϏε
    $FSUJpDBUF.BOBHFSʹ͍ͭͯௐ΂ͯΈͨ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTDIFDL@BDN@TQFDJpDBUJPO
    ಛʹॏཁͳͷ͸ূ໌ॻ͕ࣗಈߋ৽͞ΕΔͱ͍͏ࣄ
    

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80. ΠϯγσϯτରԠཁ݅
    4&$ͲͷΑ͏ʹͯ͠ద੾ͳΠϯγσϯτର
    Ԡ͕औΕΔ͜ͱΛ֬ೝͰ͖·͔͢ɻ
    w ճ౴ΠϯγσϯτରԠͷମ੍Λཱ֬͢Δ
    w ηΩϡϦςΟ୲౰ऀΛܾΊɺରԠखॱɾ෮چखॱΛ࡞੒͢Δ
    w ΠϯγσϯτରԠʹඞཁͳπʔϧΛબఆ͢Δ
    

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81. 4&$ճ౴ΠϯγσϯτରԠͷମ੍Λཱ֬͢Δ
    "84্ͷૢ࡞ཤྺ͚ͩͰ͸ͳ͘ɺϑΝΠϧΞΫ
    ηε΍มߋͳͲͷॏཁͳ಺༰ΛؚΉৄࡉͳϩάه
    ࿥Λߦ͏
    "84$MPVE'PSNBUJPO౳ϓϩϏδϣχϯά
    πʔϧͰ෮چΛࣗಈԽɾ؆қԽ͢Δ
    ετϨʔδͷόοΫΞοϓऔಘ౳ϑΥϨϯδοΫ
    खॱΛ੔ཧ͢Δ
    

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82. "845SVTUFE"EWJTPSͰηΩϡϦςΟϦεΫͷ؂ࢹ
    "845SVTUFE"EWJTPS͸ʮίετ࠷దԽʯɺʮύϑΥʔϚϯεʯɺ
    ʮηΩϡϦςΟʯɺʮϑΥʔϧττϨʔϥϯεʯͷ̐ͭͷ؍఺͔Βɺ
    ར༻ऀͷ"84؀ڥΛ"84͕ࣗಈͰਫ਼ࠪ͠ɺਪ঑ઃఆͷ͓஌ΒͤΛ͠
    ͯ͘ΕΔػೳͰ͢ɻ
    *".΍4ͷઃఆͳͲ͕໰୊ͳ͍͔νΣοΫͯ͘͠ΕΔɻ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTDNBEWFOUDBMFOEBSHFUUJOHTUBSUFEBHBJOBXTUE
    

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83. ୈ෦·ͱΊ
    "848FMM"SDIJUFDUFE'SBNFXPSLͱ֤
    ϕετϓϥΫςΟεूΛಡΈࠐΜͰηΩϡΞʹར
    ༻͠·͠ΐ͏
    ඞཁͳίϯϙʔωϯτ͕Θ͔Ε͹ޙ͸ௐ΂Ε͹ͳ
    Μͱ͔ͳΓ·͢
    

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84. ΑΓηΩϡΞʹ͍ͯͨ͘͠Ίʹߟ͑Δ͜ͱ
    

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85. ͔͜͜Β͕ຊ൪
    Ϋϥ΢υͷԸܙΛड͚Δͷ͸͔͜͜Β͕ຊ൪Ͱ͢
    

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86. େલఏ
    ϚωʔδυαʔϏε͸ɺ4BB4తʹར༻Ͱ͖"84
    ଆͰຆͲͷ໘౗Λݟͯ͘Ε·͢
    &$౳ίϯϐϡʔςΟϯάϦιʔεΛ؅ཧͨ͠
    Γ৑௕Խ΍εέʔϦϯάʹ͍ͭͯߟྀ͢Δඞཁ͸
    ͋Γ·ͤΜ
    ͭ·ΓखؒೖΒͣͰૉ੖Β͍͠αʔϏε
    

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87. "84͔ΒΫϥ΢υηΩϡϦςΟͷԸܙΛड͚Δ
    w ༏ΕͨϚωʔδυαʔϏεͰߴηΩϡϦςΟΛอͭ
    w ΦϯϓϨϛεͰߴ͍ΞϓϥΠΞϯεΛߪೖ͍ͯͨ͠ͱ͖ͱൺ΂Δ
    ͱѹ౗తʹ҆͘ར༻Ͱ͖Δػೳ͕ଟ਺͋Γɺ͜Ε·Ͱ੡඼Λಋೖ
    ͢Δ͜ͱ͕Ͱ͖ͳ͔ͬͨ؀ڥͰ΋ԸܙΛड͚Δ͜ͱ͕Ͱ͖·͢
    w ೔ʑͷηΩϡϦςΟӡ༻ΛࣗಈԽָͯ͠Λ͢Δ
    w Ϋϥ΢υ͔ͩΒग़དྷΔํ๏Ͱӡ༻ෛՙΛܰݮ͢Δߏ੒Λ࣮ݱ͠ɺ
    ద੾ʹָΛ͠ͳ͕ΒηΩϡΞͳӡ༻Λߦ͏͜ͱ͕Ͱ͖·͢
    

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88. ༏ΕͨϚωʔδυαʔϏεͨͪ Ұྫ
    
    w "NB[PO*OTQFDUPS
    w "848"'
    w "844IJFME
    w "NB[PO(VBSE%VUZ
    w &$4ZTUFNT.BOBHFS
    w "NB[PO.BDJF
    

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89. "NB[PO*OTQFDUPS
    "84͕ఏڙ͢Δ੬ऑੑ਍அαʔϏε
    "NB[PO&$Ͱ࣮ߦ͞Ε͍ͯΔΞϓϦέʔγϣ
    ϯͷηΩϡϦςΟঢ়ଶΛςετͰ͖Δ
    ྉۚ͸ΤʔδΣϯτධՁ64%͔Β
    ֤αʔόͰ݄ճͷఆظεΩϟϯΛ࣮ࢪΛݕ౼͠
    ͯ΋͍͍ͱࢥ͑Δ҆͞
    

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90. ͋ΘͤͯಡΈ͍ͨ
    "NB[PO*OTQFDUPSΛ࢖ͬͯຖ݄ࣗಈͰ&$
    ΠϯελϯεͷηΩϡϦςΟධՁΛ࣮ࢪ͢Δ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTTVHBOPJOTQFDUPS
    ࢖͍ํ͕ஸೡʹղઆ͞Ε͍ͯ·͢
    

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91. "848"'
    "84͕ఏڙ͢ΔϚωʔδυαʔϏεͷ8"'
    ௨ৗͷΞϓϥΠΞϯε੡඼ͩͱ਺ඦສԁ͔͔Δ৔
    ߹΋͋Δ͕ɺ௿Ձ֨ͳैྔ՝ۚͰར༻Ͱ͖Δ
    "$-͋ͨΓ64%݄
    ϧʔϧ͋ͨΓ64%݄
    ສ΢ΣϒϦΫΤετ͋ͨΓ64%
    

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92. ͋ΘͤͯಡΈ͍ͨ
    "84#MBDL#FMU0OMJOF4FNJOBS"848"'
    IUUQTXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBOBXT
    CMBDLCFMUBXTXBGPXBTQUPQ
    طଘͷ8"'ͱͷൺֱ΋ؚΊ৘ใ͕ͯΜ͜੝Γ
    

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93. "848"'Ϛωʔδυϧʔϧ
    ηΩϡϦςΟϕϯμʔ͕ఏڙ͢Δ8"'ͷϧʔϧ
    ैྔ՝ۚͰ࣌ؒ୯ҐͰར༻Ͱ͖Δ
    ࠷݄҆ʙߴΊͰ΋
    ৗʹ࠷৽ͷϧʔϧʹϝϯςφϯεͯ͘͠ΕΔ
    

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94. ͋ΘͤͯಡΈ͍ͨ
    ʲ৽ػೳʳ"848"'ϚωʔδυϧʔϧΛ࢖ͬͯ
    8PSE1SFTTʹର͢Δ߈ܸΛ๷͍ͰΈͨSFJOWFOU
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTBXTSFJOWFOUXBGNBOBHFESVMFUSZ
    Ϛωʔδυϧʔϧͷྑ͞ʹ͍ͭͯৄ͘͠ղઆ͠ɺ߹Θ࣮ͤͯಈ࡞ͷݕূ
    Λߦͳ͍ͬͯ·͢
    

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95. "844IJFME
    Ϛωʔδυͳ%%P4อޢαʔϏεͰ
    ແྉͰ࠷ॳ͔Β--Ϩϕϧ͕อޢ͞Ε͍ͯΔ
    4UBOEBSEϓϥϯͱɺ"84ͷ%%P4ઐ໳νʔ
    Ϝͱ࿈ܞͯ͠-΍େن໛ͳ%%P4ʹର߅͢Δ
    "EWBODFEϓϥϯ͕͋Δ
    4UBOEBSE͸ͱ͘ʹઃఆͷඞཁͳ͠
    

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96. ͋ΘͤͯಡΈ͍ͨ
    "844IJFMEͷ͝঺հ.BOBHFE%%P41SPUFDUJPO
    IUUQTXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFT+BQBOBXTTIJFMENBOBHFEEEPT
    QSPUFDUJPO
    %%P4ͱ͸Կ͔͔Β࢝·ͬͯɺ"84͸ͳͥ%%P4ʹڧ͍ͷ͔ղઆ͞Ε͍ͯ·͢
    

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97. "NB[PO(VBSE%VUZ
    ػցֶशʹΑΓτϥϑΟοΫϩά౳͔Β
    ո͍͠௨৴Λݕ஌͢Δ
    ྫ͑͹44)΁ͷϒϧʔτϑΥʔε΍Ϛϧ΢ΣΞ
    ͷ௨৴ɺϏοτίΠϯͷϚΠχϯάʹ࢖ΘΕ͍ͯ
    Δ৵֐͞Εͨ&$ΠϯελϯεΛݕग़Ͱ͖·͢ɻ
    

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98. ͋ΘͤͯಡΈ͍ͨ
    ʲࢼͯ͠Έͨʳ"NB[PO(VBSE%VUZͰڴҖϦετ
    ʹొ࿥͞Εͨ*1͔Βͷ"1*࣮ߦΛݕ஌ͯ͠Έͨ
    SFJOWFOU
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTSFJOWFOUHVBSEEVUZVOUSFBUBQJ
    ࣮ࡍʹ(VBSE%VUZΛ࢖͏Πϝʔδ͕͔ͭΊ·͢
    

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99. "844ZTUFNT.BOBHFS 44.
    
    44)ͰϩάΠϯ͠ͳͯ͘΋TIFMMίϚϯυΛ࣮ߦ
    Ͱ͖Δ3VO$PNNBOE΍Πϯετʔϧύο
    έʔδͷόʔδϣϯҰཡ͕औಘͰ͖Διϑτ΢Σ
    ΞΠϯϕϯτϦɺ֎෦ͰύϥϝʔλΛҰׅ؅ཧͰ
    ͖ΔύϥϝʔλετΞɺύονͷ؅ཧ͕Ͱ͖Δύο
    νϚωʔδϟ౳ӡ༻͕ͱͯ΋ָʹͳΔπʔϧ܊Λ
    ΋ͭϚωʔδυαʔϏε
    

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100. ͋ΘͤͯಡΈ͍ͨ
     &$4ZTUFNT.BOBHFSશ෦·ͱΊͯ঺հ
     ͠·͢ʂBXTQSFNJFS
     IUUQTEFWDMBTTNFUIPEKQDMPVEBXTTZTUFNNBOBHFSNBUPNF
     44.ͷػೳ΍༻్͕Θ͔Γ΍͘͢ղઆ͞Ε͍ͯ·͢
     

     View Slide

101. "NB[PO.BDJF
     "NB[PO4ʹอଘ͞Ε͍ͯΔσʔλΛػցֶ
     शͰࣗಈతʹൃݟ͠෼ྨ͢ΔαʔϏε
     ݸਓ৘ใؚ͕·Ε͍ͯΔ౳ϦεΫͷߴ͍ϑΝΠϧ
     ʹର͢Δෆਖ਼ͳΞΫηεͷٸ૿ͳͲݕ஌Մೳ
     

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102. ͋ΘͤͯಡΈ͍ͨ
     ʲ৽αʔϏεʳػցֶशΛ࢖ͬͯෆਖ਼ͳΞΫηεύλʔ
     ϯΛݕग़ɺରԠ͢Δ"NB[PO.BDJF͕-BVODIɻ
     IUUQTEFWDMBTTNFUIPEKQDMPVEBXTJOUSPEVDFUPBNB[PONBDJF
     ඞཁͳઆ໌ͱ΍ͬͯΈ͕ͨ͋ͬͯҰ௨ΓཧղͰ͖·͢
     

     View Slide

103. "84্Ͱ͸ࣗಈԽͰ༷ʑͳӡ༻ෛՙΛܰݮͰ͖Δ
     "VUP4DBMJOHͰෛՙରࡦΛࣗಈԽ
     $*$%ͰΞϓϦέʔγϣϯσϦόϦʔͷࣗಈԽ
     "84-BNCEB΍#BUDIͰόονॲཧࣗಈԽ
     ͦΕͧΕͷ࢓૊Έ͕ɺݩʑࣗಈԽ͢Δ͜ͱΛߟ͑
     ͯ࡞ΒΕ͍ͯΔͷͰ૊Έ߹Θͤ΍͍͢
     ࣗಈԽग़དྷΔ΋ͷ͸ͳΜͰ΋ࣗಈԽ͢Δ
     

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104. "84؀ڥͰ͸ηΩϡϦςΟରࡦͷӡ༻΋ࣗಈԽ
     ηΩϡϦςΟӡ༻΋ΨϯΨϯࣗಈԽग़དྷ·͢
     ҰྫΛ঺հ
     w *OTQFDUPS44.ࣗಈύονద༻
     w "848"'ηΩϡϦςΟΦʔτϝʔγϣϯ
     

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105. *OTQFDUPS44.ࣗಈύονద༻
     *OTQFDUPSͰ੬ऑੑ਍அ
     ͯ͠ൃݟͨ͠੬ऑੑΛ4/4
     ܦ༝Ͱ-BNCEBʹ౉͢
     -BNCEB͔Β44.ͷ
     3VO$PNNBOEͰࣗಈ
     తʹύοέʔδͷΞοϓ
     σʔτ ZVNVQEBUF
     ౳
     Λ࣮ߦ
     

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106. *OTQFDUPS44.ࣗಈύονద༻
     ϙΠϯτ
     w ੬ऑੑΛൃݟ͢Δͱࣗಈతʹमਖ਼Ͱ͖Δ%FW4FD0QTߏ੒
     w શͯʹ͜ͷϙϦγʔͷద༻͸೉͍͕͠ɺݕূ؀ڥͰճͨ͠
     ΓɺςετϑϩʔΛޙΖʹ͚ͭͨΓɺ్தͰঝೝϑϩʔΛ
     ڬΉ͜ͱʹΑΓड͚ೖΕΒΕΔΑ͏ʹͳΔ
     w ೔ʑ૿͑Δ੬ऑੑʹ͸جຊ͸όʔδϣϯΞοϓͯ͠ಈ࡞֬
     ೝͰɺָ؍తʹରԠ͢Δ͜ͱ΋ӡ༻ෛՙܰݮʹ͸ޮՌత
     w Կ͔໰୊͋ͬͯ΋ݕূ؀ڥ͸͙͢ʹ໭ͤΔΑ͏ʹ͓͚ͯ͠
     ͹͍͍ɺ"84ͳΒ؆୯
     

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107. ͋ΘͤͯಡΈ͍ͨ
     ʮ"84#MBDL#FMU0OMJOF4FNJOBSr"84
     *OTQFDUPSʯϨϙʔτ
     IUUQTEFWDMBTTNFUIPEKQDMPVEBXTCMBDLCFMUJOTQFDUPS
     #MBDL#FMUͷϨϙʔτɺσϓϩΠϑϩʔ΁ͷ૊ΈࠐΈ౳΋৮Ε͍ͯΔ
     "NB[PO*OTQFDUPSηΩϡϦςΟͷൃݟΛࣗಈతʹम
     ਖ਼͢Δํ๏ ༁
     
     IUUQTBXTBNB[PODPNKQCMPHTTFDVSJUZIPXUPSFNFEJBUFBNB[POJOTQFDUPS
     TFDVSJUZpOEJOHTBVUPNBUJDBMMZ
     *OTQFDUPS4/4-BNCEB44.ͷ
     ϑϩʔͷઆ໌ͱ-BNCEB༻ͷ1ZUIPOεΫϦϓτ༗Γ
     

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108. "848"'ηΩϡϦςΟΦʔτϝʔγϣϯ
     "848"'ʹϋ
     χʔϙου΍ϩά෼
     ੳΛ૊Έ߹Θͤͯଟ
     ػೳͳηΩϡϦςΟ
     ػೳΛ࣮ݱ
     $MPVE'PSNBUJPO
     ͰҰൃσϓϩΠՄೳ
     https://aws.amazon.com/jp/answers/security/aws-waf-security-automations/
     

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109. ͋ΘͤͯಡΈ͍ͨ
     ʲϨϙʔτʳ"84Ͱ࣮ݱ͢ΔηΩϡϦςΟɾΦʔτϝʔ
     γϣϯ"844VNNJU
     IUUQTEFWDMBTTNFUIPEKQDMPVEBXTBXTTVNNJUUPLZPEBZUSBDLTFTTJPO
     "848"'ηΩϡϦςΟΦʔτϝʔγϣϯΛؚΉ಺༰ͷߨԋϨϙʔτ
     ߨԋࣗମͷࢿྉ͸IUUQTEBXTTUBUJDDPNFWFOUTKQTVNNJUTMJEF%5QEG
     

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110. "848"'ηΩϡϦςΟΦʔτϝʔγϣϯ
     ͭͷػೳͷઆ໌
     " ϋχʔϙοτ
     ίϯςϯπεΫϨʔύʔ΍ѱҙͷ͋ΔϘοτΛ͓ͼ͖دͤΔϋχʔεϙοτΛ࡞
     ੒ɻݸผͷ"1*(BUFXBZ͕"84-BNCEBؔ਺ΛτϦΨʔ͢ΔͱɺٙΘ͠
     ͍ϦΫΤετΛΠϯλʔηϓτͯ͠ݕࠪ͠ɺͦͷૹ৴ݩ*1ΞυϨεΛ"84
     8"'ϒϩοΫϦετʹ௥Ճɻ
     # 42-ΠϯδΣΫγϣϯͱ
     $ ΫϩεαΠτεΫϦϓςΟϯάอޢ
     63*ɺΫΤϦจࣈྻɺϦΫΤετຊจ಺ͷҰൠతͳ42-ΠϯδΣΫγϣϯ΍Ϋ
     ϩεαΠτεΫϦϓςΟϯά 944
     ύλʔϯ͔Βอޢ͢ΔͭͷωΠςΟϒ
     "848"'ϧʔϧ͕ࣗಈతʹઃఆ͞ΕΔɻ
     

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111. "848"'ηΩϡϦςΟΦʔτϝʔγϣϯ
     % ϩάղੳ
     "84-BNCEBʹΑΓɺΞΫηεϩάΛࣗಈతʹղੳͯ͠ɺٙΘ͍͠ಈ࡞Λಛఆ͠ɺ֘౰
     ͢Δૹ৴ݩ*1ΞυϨεΛ"848"'ϒϥοΫϦετʹ௥Ճɻ
     & खಈ*1Ϧετ
     ͭͷಛఆͷ"848"'ϧʔϧ͕࡞੒͞ΕɺϒϩοΫ·ͨ͸ڐՄ͢Δ*1ΞυϨεΛख
     ಈͰ௥Ճɻ
     ' *1Ϧετղੳ
     "84-BNCEBؔ਺ʹΑΓɺαʔυύʔςΟͷ*1ධՁϦετ͕࣌ؒ͝ͱʹࣗಈతʹ
     νΣοΫ͞Εɺѱҙͷ͋Δ*1ΞυϨε͕"848"'ϒϥοΫϦετʹ௥Ճɻ
     ( )551ϑϥου͔Βͷอޢ
     ઃఆ͖͍ͨ͠͠஋Λ௒͑ΔͱɺΫϥΠΞϯτ͔Βͷ΢ΣϒϦΫΤετΛࣗಈతʹϒϩοΫ
     ͢ΔϨʔτϕʔεͷϧʔϧΛઃఆɻ
     

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112. ͍Ζ͍Ζग़དྷͯεΰͦ͏͚ͩͲ
     ͜Μͳෳࡶͳߏ੒೉ͦ͠͏…
     

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113. ࠷ॳ͔Βશ෦΍Δඞཁ͸͋Γ·ͤΜ
     ඞཁͳͱ͜Ζ͔ΒɺؾʹͳΔͱ͜Ζ͔Β
     গͣͭ࢝͠Ί͍͖ͯ·͠ΐ͏
     ॊೈʹΞʔΩςΫνϟΛม͑Δࣄ΋
     ࢼ͚ͩ͢ࢼͯ͠ɺඞཁͳ͚Ε͹ऴΘΒͤΔࣄ΋
     Ϋϥ΢υͳΒ؆୯ʹͰ͖·͢
     ಘҙͳ෼໺ɺؾʹͳΔαʔϏε͔Β৮ͬͯΈ·͠ΐ͏
     

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114. ྫ͑͹
     w %FWدΓͷਓ͸$*$%ϑϩʔʹ*OTQFDUPS
     ͷ੬ऑੑ਍அ૊ΈࠐΉͱ͔
     w 0QTدΓͷਓ͸4ZTUFNT.BOBHFSͰύο
     έʔδͷόʔδϣϯΛ؅ཧͨ͠Γͱ͔
     w 4FDدΓͷਓ͸8"'ϚωʔδυϧʔϧΛ૊Έ
     ࠐΉ͜ͱΛݕ౼ͨ͠Γͱ͔
     

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115. ·ͱΊ
     Ϋϥ΢υͱΦϯϓϨΛൺֱ͢Δͷ͸φϯηϯε
     ϏδωεΛՃ଎ͤ͞ΔͨΊʹ
     ॊೈੑ͕͋ΓߴηΩϡϦςΟΛָʹ֬อͰ͖Δ
     Ϋϥ΢υΛબ୒͢Δ
     

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116. ·ͱΊ
     "84ηΩϡϦςΟͷجૅ͸શͯ"84͔Β৘ใ
     ఏڙ͞Ε͍ͯΔ
     ΍Δ͜ͱ͸ଟ͍Α͏ʹࢥ͑Δ͕ɺٯʹຬͨ͢΂͖
     ϕʔεϥΠϯ͸ݟ͍͑ͯΔͷͰ͔ͬ͠Γ΍Ζ͏
     ඞཁͰ͋Ε͹$*FSΛར༻͠Α͏
     
     

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117. ·ͱΊ
     ҆ͯ͘ߴηΩϡϦςΟΛ࣮ݱͰ͖Δ࢓૊Έ͕͋Δ
     ࣗࡏʹ૊Έ߹ΘָͤͯΛ͠Α͏
     ͱ͸͍͑ɺݱ࣮తʹ͸΍ΕΔͱ͜Ζ͔Βঃʑʹ΍
     Ζ͏ ॊೈͳΫϥ΢υͳΒڐ͞ΕΔ
     
     

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118. ݁࿦
     (·ͣ͸্࢘Λઆಘͯ͠)
     ͱʹ͔͘৮ͬͯ΍ͬͯΈΑ͏
     

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119. View Slide