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AWSでのセキュリティ対策全部盛り[初級から中級まで]

 AWSでのセキュリティ対策全部盛り[初級から中級まで]

弊社クラスメソッド株式会社主催のイベント「Developers.IO 2019 TOKYO」での登壇資料です。
セキュリティ対策メガ盛りマックス
ブログ: https://dev.classmethod.jp/cloud/aws/developers-io-2019-tokyo-all-security-in-aws/
ハッシュタグ: #cmdevio
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cm-usuda-keisuke

November 01, 2019
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  1. "84ͰͷηΩϡϦςΟରࡦશ෦੝Γ
    <ॳڃ͔Βதڃ·Ͱ>
    "84ࣄۀຊ෦ɹίϯαϧςΟϯά෦
    ӓాՂ༞

    View Slide

  2. ࣗݾ঺հ

    ӓాɹՂ༞
    ɾΫϥεϝιουגࣜձࣾ
    ɾ"84ࣄۀຊ෦
    ɹιϦϡʔγϣϯΞʔΩςΫτ
    ɹηΩϡϦςΟνʔϜϦʔμʔ
    ɾ4FDVSJUZ+"84ӡӦ
    ɾ޷͖ͳαʔϏε
    ɹ"848"'Ϛωʔδυϧʔϧ
    AWS WAF

    View Slide



  3. ޿͘ઙ͘Ͱ͸ͳ͘
    ΅ͪ΅ͪਂ͍͖͘·͢

    View Slide



  4. ௕͍લઆ

    View Slide



  5. ηΩϡϦςΟରࡦͬͯେมͰ͢ΑͶ

    View Slide

  6. ηΩϡϦςΟରࡦ͍Ζ͍Ζ

    αΠόʔηΩϡϦςΟ
    ػີੑ/׬શੑ/Մ༻ੑ
    ൃݟత౷੍
    ϦεΫϚωδϝϯτ
    Ψόφϯε/ίϯϓϥΠΞϯε
    ೝূ/ೝՄ
    ੬ऑੑ؅ཧ ؂ࢹ
    ϩά෼ੳ ৵ೖ๷ޚ

    View Slide

  7. ͜ͷηογϣϯͷ໨త

    ͍ΖΜͳਓʹ໢ཏతʹ"84ͷηΩϡϦςΟΛ఻͑ͯগ
    ͠Ͱ΋ͨ͘͞Μ࣋ͬͯؼͬͯ΋Β͏࣮ફͯ͠΋Β͏
    ର৅ऀ
    w ։ൃऀ
    w ӡ༻୲౰
    w ηΩϡϦςΟ୲౰
    w ΞφϦετ
    w $*40
    w ؂ࠪ
    w ͳͲͳͲ
    w ͭ·Γ"84ʹؔΘΔਓ͢΂ͯ

    View Slide

  8. ࣋ͪؼͬͯ΄͍͜͠ͱ

    w ࢿྉ͸ެ։͞Ε͍ͯΔ͔Βޙ͔Βख़ಡɾࣾ಺ల։
    w Ϋϥ΢υ͸෢ث
    w Ϋϥ΢υηΩϡϦςΟ΋෢ث
    w ΞδϦςΟΛམͱ͞ͳ͍߈ΊͷηΩϡϦςΟ
    w ήʔτ͔ΒΨʔυϨʔϧ΁
    w ͢΂ͯͷਓ͕#VJMEFST
    w ηΩϡϦςΟ͸ΈΜͳͰ΍ΔͷͰ௚઀ؔ܎ͳ͍ͱࢥ͏಺༰
    ΋ฉ͍ͯΈͯ

    View Slide

  9. ήʔτ͔ΒΨʔυϨʔϧ΁

    ࠷ۙ"84͕Α͘ݴ͏ϝοηʔδ
    ηΩϡϦςΟ͸ϏδωεʹϒϨʔΩΛ͔͚ͯ͸͍͚ͳ͍
    ΨʔυϨʔϧͷΑ͏ʹಓ͔ΒҳΕͳ͍Α͏ʹةͳ͍ૢ࡞Λग़
    དྷͳ͍Α͏ʹͨ͠Γ͙͢ੋਖ਼Ͱ͖ΔΑ͏؂ࢹࣗಈम෮͢Δ
    ͱΓ͋͑ͣҰׅͰېࢭ͠ͳ͍

    View Slide

  10. ΈΜͳ#VJMEFST

    w "84Ͱ͸αʔϏεʹؔΘΔશͯͷਓΛ#VJMEFSTͱݺͿ
    w ։ൃऀ͚ͩͰ͸ͳ͍
    w ηΩϡϦςΟ୲౰ऀ΋ҙࢥܾఆऀ΋؂ࠪਓ΋"84ͷαʔϏε
    Λۦ࢖ͯ͠ηΩϡϦςΟΛߴΊͨΓαʔϏεͷ࣭ΛߴΊͨΓί
    ϯϓϥΠΞϯενΣοΫΛࣗಈԽͨ͠ΓͰ͖Δ
    w ͔ͩΒΈΜͳ#VJMEFST
    w #VJMEFST͸"84Λ࢖͍͜ͳͨ͢Ίʹ͍ͬͺֶ͍ΜͰͩ͘͞
    ͍

    View Slide



  11. ௕͍લઆ
    લఏ৘ใ

    View Slide

  12. "84ηΩϡϦςΟͷલఏ੹೚ڞ༗Ϟσϧ

    कΔ΂͖෦෼͸໌֬

    View Slide

  13. Ϩϕϧʹ߹ΘͤͨରࡦΫϥ΢υδϟʔχʔ

    Ϋϥ΢υରԠͷ੒ख़౓ʹ߹Θͤͯద੾ͳରࡦΛ
    $$P&౳Λத৺ʹͲ͜·Ͱ΍Δ͔ܾΊ·͠ΐ͏

    View Slide

  14. ࢀߟʹ͢ΔυΩϡϝϯτ͍Ζ͍Ζ

    w /*45αΠόʔηΩϡϦςΟϑϨʔϜϫʔΫ $4'

    w IUUQTBXTBNB[PODPNKQCMPHTOFXTVQEBUFEXIJUFQBQFSOPXBWBJMBCMFBMJHOJOHUPUIFOJTU
    DZCFSTFDVSJUZGSBNFXPSLJOUIFBXTDMPVE
    w "84ηΩϡϦςΟϕετϓϥΫςΟε
    w IUUQTEBXTTUBUJDDPNXIJUFQBQFSTKB@+14FDVSJUZ"84@4FDVSJUZ@#FTU@1SBDUJDFTQEG
    w 8FMM"SDIJUFDUFEϑϨʔϜϫʔΫ
    w IUUQTBXTBNB[PODPNKQCMPHTOFXTBXTXFMMBSDIJUFDUFEXIJUFQBQFS
    w 1$*'*4$)*11"౳֤छίϯϓϥΠΞϯεͷυΩϡϝϯτ
    w IUUQTBXTBNB[PODPNKQDPNQMJBODFQSPHSBNT
    ͔͍ͭ·ΜͰղઆ

    View Slide

  15. /*45αΠόʔηΩϡϦςΟϑϨʔϜϫʔΫ $4'


    w ੈք֤஍ͷ੓෎ɺ࢈ۀքɺ૊৫ʹ͓͍ͯࢀর͞Ε͍ͯ
    ΔαΠόʔηΩϡϦςΟͷਪ঑ϕʔεϥΠϯ
    w ΨʔτφʔࣾʹΑΕ͹ɺ$4'͸ถࠃͷຽؒηΫλʔ
    ͷ໿Ͱར༻
    w ೔ຊͰ΋*1"ͷϗʔϜϖʔδ͔Β๜༁൛ΛೖखՄೳ
    w ίΞػೳ͸ͭ
    w ࣝผ๷ޚݕ஌ରԠ෮چ

    View Slide

  16. "84Ͱͷ$4'ରԠද Ұྫ


    IUUQTQBHFTBXTDMPVEDPNST5;.JNBHFT%QEG

    View Slide

  17. 8FMM"SDIJUFDUFEϑϨʔϜϫʔΫ

    w "84ͷϕετϓϥΫςΟεू
    w ͭͷப͕͋Δ ӡ༻্ͷ༏लੑɺηΩϡϦςΟɺ৴པੑɺύϑΥʔ
    Ϛϯεޮ཰ɺίετ࠷దԽ

    w ηΩϡϦςΟͷபͷதʹ΋ͭͷཁૉ
    w ΞΠσϯςΟςΟ
    w ൃݟత౷੍
    w Πϯϑϥอޢ
    w σʔλอޢ
    w ΠϯγσϯτϨεϙϯε

    View Slide

  18. લઆ͕௕͘ͳΓ·͕ͨ͠ࠓճͷਐΊํ

    ࠓճ͸Ϩϕϧॱ: ॳڃ->தڃͷྲྀΕͰઆ໌
    W-A΍CSFͳͲͷࢀߟ੒෼͸
    ͪ͝Ό·ͥͰઆ໌͠·͢
    (͖Ε͍ʹ෼͚Εͳ͍ͷͰ)

    View Slide



  19. ॳڃ

    View Slide

  20. ॳڃͷ಺༰

    w "84ϨΠϠʔجૅ
    w 04ΞϓϦϨΠϠʔجૅ
    w ӡ༻

    View Slide



  21. ॳڃ
    AWSϨΠϠʔجૅ

    View Slide

  22. "84ϨΠϠʔجૅ

    w *".
    w $MPVE5SBJM"84$POpH
    w (VBSE%VUZ
    w "844IJFME
    w 71$
    w 4
    w όοΫΞοϓ

    View Slide

  23. ͋ΘͤͯಡΈ͍ͨ

    "84ηΩϡϦςΟϕετϓϥΫςΟεͱͦͷิ଍
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTFYQMBOBUJPOBXT
    TFDVSJUZCFTUQSBDUJDFT

    View Slide

  24. ͋ΘͤͯಡΈ͍ͨ

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

    View Slide

  25. *".ͷ࠷ॏཁࣄ߲

    w *".Ϣʔβʹ͸.'"ඞਢ
    w ΞΫηεΩʔΛίʔυʹຒΊࠐ·ͳ͍ *".ϩʔϧΛར
    ༻͢Δ

    w ίʔυΛѻ͏୺຤͢΂ͯʹHJUTFDSFUTΛಋೖ͢Δ
    w ࠷খݖݶΛҙࣝ͢Δ
    w "84ར༻Ϣʔβ͢΂ͯʹ*".ͷѻ͍ʹ͍ͭͯڭҭ͢Δ

    View Slide

  26. ͋ΘͤͯಡΈ͍ͨ

    "84࠶ೖ໳"84*". *EFOUJUZBOE"DDFTT
    .BOBHFNFOU

    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTDNBEWFOUDBMFOEBSHFUUJOH
    TUBSUFEBHBJOBXTJBN
    "84Ϛωδϝϯτίϯιʔϧ্ͱ࿈ಈ͠ͳ͕Βઆ໌͞Ε͍ͯͯɺը໘Λ
    ৮ΔΠϝʔδ͕௫ΊΔͷͰΦεεϝ

    View Slide

  27. ͋ΘͤͯಡΈ͍ͨ

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

    View Slide

  28. ͋ΘͤͯಡΈ͍ͨ

    "84ΞΫηεΩʔΛ(JUϦϙδτϦʹࠞೖͤ͞ͳ͍ͨΊʹ
    HJUTFDSFUTΛಋೖͨ͠
    "84ͰҰ൪ଟ͍ࣄނΛ๷͛ΔͷͰඞਢ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTTUBSUVQHJUTFDSFUT

    View Slide

  29. ࠷ۙͷࣄނࣄྫ$BQJUBM0OF

    ݪҼͷೖΓޱ͸ಠࣗߏஙͨ͠&$্ͷ8"'
    ͔͠͠ྲྀग़ͨ͠ΫϨσϯγϟϧʹΛ௒͑Δ4
    #VDLFUͷ৘ใΛऔಘ͢Δݖݶ͕͋Δ͜ͱ͕໰୊
    ࠷খݖݶΛҙࣝ͢Δ
    QJZPMPH͞Μ͔Βआ༻
    IUUQTQJZPMPHIBUFOBEJBSZKQFOUSZ

    View Slide

  30. ͋ΘͤͯಡΈ͍ͨ

    "84ͷബ͍ຊɹ*".ͷϚχΞοΫͳ࿩
    ࠤʑ໦୓࿠ࢯ !ELGK
    ͷಉਓࢽ
    *".ͷجૅ͔ΒϙϦγʔͷൿ఻ͷλϨ·Ͱ
    ੯͠Έͳ͘঺հ͞Ε͍ͯΔҰ࡭
    μ΢ϯϩʔυ൛͕͋ΔͷͰࠓ͙͢ߪೖ͢΂͠
    IUUQTCPPUIQNKBJUFNT

    View Slide

  31. ར༻։࢝࣌ʹ༗ޮԽ͢ΔαʔϏε

    w "84$MPVE5SBJM
    w "84ʹର͢Δ"1*ίʔϧΛه࿥͢Δ
    w "84$POpH
    w "84ϦιʔεϕʔεͷมߋཤྺΛه࿥͢Δ
    w "NB[PO(VBSE%VUZ
    w "84ʹର͢Δෆ৹ͳಈ͖Λݕ஌͢Δ
    w ෆਖ਼ͳϩάΠϯ΍ίΠϯϚΠχϯάͳͲͷڴҖΛݕ஌
    w ͜ΕΒ͸ଟগ͓͕͔͔ۚͬͯ΋ඞਢ Կ͔͋ͬͨΒऔΓฦ͕ͭ͠
    ͔ͳ͍ͷͰ

    View Slide

  32. ͋ΘͤͯಡΈ͍ͨ

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

    View Slide

  33. ͋ΘͤͯಡΈ͍ͨ

    "84$POpH͸ͱΓ͋͑ͣ༗ޮʹ͠Α͏
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXT
    BXTDPOpHTUBSU

    View Slide

  34. ͋ΘͤͯಡΈ͍ͨ

    ҰൃͰ(VBSE%VUZΛશϦʔδϣϯ༗ޮԽͯ͠௨஌ઃ
    ఆ͢ΔςϯϓϨʔτ࡞ͬͨ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTTFUHVBSEEVUZBMMSFHJPO
    ·ͣ͸Ұൃ༗ޮԽʂ

    View Slide

  35. (VBSE%VUZ͸ίεύ࠷ڧ

    ʲશһඞਢʳ(VBSE%VUZ͕ίεύ࠷ڧͷڴҖݕ஌αʔϏε
    Ͱ͋Δ͜ͱΛূ໌ͯ͠Έͨ
    ΋͠Ͳ͏ͯ͠΋(VBSE%VUZͷಋೖΛ๦͛Δ΋ͷ͕ݱΕͨΒ
    ͜ͷϒϩάΛ͓࢖͍͍ͩ͘͞
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTHVBSEEVUZTJTUSPOHFTUUISFBEEFUFDUJPO

    View Slide

  36. "844IJFME

    Ϛωʔδυͳ%%P4อޢαʔϏεͰ
    ແྉͰ࠷ॳ͔Β--Ϩϕϧ͕อޢ͞Ε͍ͯΔ
    4UBOEBSEϓϥϯͱɺ"84ͷ%%P4ઐ໳νʔϜ
    ͱ࿈ܞͯ͠-΍େن໛ͳ%%P4ʹର߅͢Δ
    "EWBODFEϓϥϯ͕͋Δ
    4UBOEBSE͸ͱ͘ʹઃఆͷඞཁͳ͠ AWS
    Shield

    View Slide

  37. 71$

    w ؀ڥ͝ͱʹ71$΍ΞΧ΢ϯτΛ෼ׂ͢Δ
    w "84ΞΧ΢ϯτ͝ͱ෼ׂ͢Ε͹*".΋෼͚ΕΔ
    w 4FDVSJUZ(SPVQͱ/"$-Λద੾ʹར༻͢Δ
    w جຊ͸4FDVSJUZ(SPVQͰߜΔ
    w /"$-͸αϒωοτશମͰඞཁͳ΋ͷ͚ͩ
    w 71$಺͔Β"84αʔϏεΛར༻͢Δ৔߹͸71$
    &OEQPJOU 1SJWBUF-JOL
    Λར༻͢Δ
    w ΠϯλʔωοτΛܦ༝͠ͳ͍"1*௨৴Λ࣮ݱ

    View Slide

  38. ͋ΘͤͯಡΈ͍ͨ

    "84ΞΧ΢ϯτͱ71$ɺ෼͚Δʁ෼͚ͳ͍ʁ෼ׂύ
    λʔϯͷϝϦοτɾσϝϦοτ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTBDDPVOUBOEWQDEJWJEJOHQBUUFSO
    ΞΧ΢ϯτ෼ׂ ઓུ
    ͷ఼ಊೖΓهࣄ

    View Slide

  39. "845SVTUFE"EWJTPSͰηΩϡϦςΟϦεΫͷ؂ࢹ

    "845SVTUFE"EWJTPS͸ʮίετ࠷దԽʯɺʮύϑΥʔϚϯεʯɺ
    ʮηΩϡϦςΟʯɺʮϑΥʔϧττϨʔϥϯεʯͷ̐ͭͷ؍఺͔Βɺ
    ར༻ऀͷ"84؀ڥΛ"84͕ࣗಈͰਫ਼ࠪ͠ɺਪ঑ઃఆͷ͓஌ΒͤΛ͠
    ͯ͘ΕΔػೳ
    *".΍4ͷઃఆͳͲ͕໰୊ͳ͍͔νΣοΫͯ͘͠ΕΔ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTDNBEWFOUDBMFOEBSHFUUJOHTUBSUFEBHBJOBXTUE

    View Slide

  40. "84ηΩϡϦςΟʹ͍ͭͯ·ͱ·͍ͬͯΔࢿྉ

    +"84%":4ͷొஃࢿྉΛࢀߟʹͯ͘͠
    ͍ͩ͞
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTKBXTEBZTJTFDVSJUZ

    View Slide

  41. ҰൠతʹηΩϡΞͳߏ੒

    w ࡾ૚ωοτϫʔΫ
    w ϑϩϯτҎ֎͸ϓϥΠϕʔτ
    w Ϛϧν";
    w "VUP4DBMJOH
    w ֎෦௨৴͸/"5ܦ༝
    w ඞཁʹԠ͡$MPVE'SPOU΍
    8"'Λಋೖ

    View Slide

  42. ͋ΘͤͯಡΈ͍ͨ

    ʮ<ॳ৺ऀ޲͚>"84؀ڥͷηΩϡϦςΟӡ༻ ઃܭ
    Λ͸͡ΊͯΈ
    Α͏ʯ+"84%":4ొஃࢿྉ
    71$पΓͷΞʔΩςΫνϟ΍ͦͷӡ༻ʹ͍ͭͯ͸ͪ͜Β
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTKBXTEBZTBTFDVSJUZ

    View Slide

  43. 4

    w 4ͷΞΫηε੍ޚͷཁૉ͸େ͖ͭ͘
    w *".ϙϦγʔ
    w όέοτϙϦγʔ
    w "$-
    w ύϒϦοΫΞΫηεϒϩοΫ

    View Slide

  44. 4

    w *".ϢʔβϩʔϧʹΞΫηεݖΛ༩͑Δ࣌͸3FTPVSDFͰό
    έοτΛ࠷খݶʹݶఆ͢Δ
    w ಛʹ&$-BNCEB
    w όέοτϙϦγʔͱ"$-Ͱ࠷খݖݶΛҙࣝ͢Δ
    w *1੍ݶͳͲߜΓ͗ͯࣗ͢෼͕ΞΫηεͰ͖ͳ͘ͳΔͷ͸ؾΛ
    ͚ͭΔ
    w ύϒϦοΫΞΫηεϒϩοΫͰ֎෦͔ΒͷΞΫηεΛଟॏʹ๷
    ͙

    View Slide

  45. 4ͷηΩϡϦςΟϕετϓϥΫςΟε

    IUUQTEPDTBXTBNB[PODPNKB@KQ"NB[PO4
    MBUFTUEFWTFDVSJUZCFTUQSBDUJDFTIUNM
    w "NB[PO4Ͱͷ༧๷తηΩϡϦςΟͷϕετϓϥ
    ΫςΟε
    w ΞΫηε੍ޚ΍҉߸ԽͳͲ
    w "NB[PO4ͷϞχλϦϯάͱ؂ࠪͷϕετϓϥΫ
    ςΟε
    w ϩΪϯάͳͲ

    View Slide

  46. ͋ΘͤͯಡΈ͍ͨ

    4Ͱޡͬͨσʔλͷެ։Λ๷͙ύϒϦοΫΞΫηεઃఆ
    ػೳ͕௥Ճ͞Ε·ͨ͠
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTT
    CMPDLQVCMJDBDDFTT

    View Slide

  47. όοΫΞοϓ

    w &$΍3%4ͳͲͷόοΫΞοϓ͸͖ͪΜͱऔΖ͏ ΋
    ͪΖΜ৑௕Խ΋

    w ઌ೔ͷো֐Ͱ෮چ͠ͳ͘ͳ͕ͬͨ͋ͬͨͷͰɺ
    όοΫΞοϓઃఆ͸Ϣʔβ੹೚Ͱ͋Δ͜ͱΛڧ͘ҙࣝ
    ͢Δ
    w ࣗಈόοΫΞοϓʹ͸"NB[PO%-.΍"84
    #BDLVQͳͲ͕͋Δ͕ɺฐࣾతʹ͸ฐࣾఏڙͷ
    0QTXJUDI͕Φεεϝʂ

    View Slide

  48. 0QTXJUDIʢΦϓε΢Οονʣ

    w Ͱ͖Δ͜ͱ
    w όοΫΞοϓ࡞੒
    w Πϯελϯεͷىಈఀࢭ
    w Ϧʔδϣϯײίϐʔ
    w ϦιʔεࢭΊ๨ΕνΣοΫ
    w ॊೈͳεέδϡʔϧ࣮ߦ
    w ෳ਺"84ΞΧ΢ϯτΛ౷߹తʹ؅ཧͰ͖Δ
    w ΫϥεϝιουϝϯόʔζͷϓϨϛΞϜαʔϏεܖ໿ࡁΈͳΒ௥Ճ
    අ༻ແ͠Ͱར༻Մೳ

    View Slide

  49. ͋ΘͤͯಡΈ͍ͨ

    "84ӡ༻͔ΜͨΜࣗಈԽπʔϧʮPQTXJUDIʯʢΦϓε
    ΢ΟονʣΛ࢖ͬͯΈΑ͏ʂ
    ͲΜͳײ͔͡͸ͪ͜Β
    IUUQTEFWDMBTTNFUIPEKQFUDHFUTUBSUFEXJUIPQTXJUDI

    View Slide

  50. ͋ΘͤͯಡΈ͍ͨ

    IUUQTEFWDMBTTNFUIPEKQDMPVEFDTOBQTIPUCZBNB[POEMN
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTBXTCBDLVQ

    View Slide



  51. ॳڃ
    OS/ΞϓϦϨΠϠʔجૅ

    View Slide

  52. 04ΞϓϦϨΠϠʔجૅ

    w ηΩϡΞͳ࣮૷ ίʔσΟϯάΞʔΩςΫνϟ

    w ෆਖ਼ϓϩάϥϜରࡦ
    w ੬ऑੑରࡦ
    w ίϯςφηΩϡϦςΟ
    w ΞΠσϯςΟςΟ

    View Slide

  53. ηΩϡΞͳ࣮૷ ίʔσΟϯάΞʔΩςΫνϟ


    ͜͜Ͱ͸ৄࡉʹ৮Ε·ͤΜ͕ΞϓϦͷ࣮૷͸΋ͪΖΜ
    Ϣʔβ੹೚ͷൣғͰ͢
    ΦϯϓϨϛεͰ΋Ϋϥ΢υͰ΋มΘΒͣରࡦ͠·͠ΐ͏
    ͱΓ͋͑ͣಙؙຊஔ͍ͱ͖·͢Ͷ
    IUUQTXXXBNB[PODPKQEQ

    View Slide

  54. ෆਖ਼ϓϩάϥϜରࡦ

    w 04ϨΠϠʔҎ্͸͓٬༷੹೚ൣғ
    Ͱɺಛʹαʔό಺෦ͷରࡦ͸αʔυ
    ύʔςΟ੡඼͕ඞਢ
    w 8FCαΠτͰ͸Πϯλʔωοτʹ৮
    ΕΔαʔό͸߈ܸΛ࠷ॳʹड͚Δ෦
    ෼ͷͨΊରࡦඞਢ
    w ฐࣾͷఏҊͱͯ͠͸04಺Ͱෳ਺ϨΠ
    ϠʔͷػೳΛ࣋ͭ%FFQ4FDVSJUZ͕
    ਪ঑ "84ͱͷ਌࿨ੑ͕ߴ͍

    ෆਖ਼ϓϩάϥϜରࡦ
    ηΩϡϦςΟϩά؂ࢹ
    มߋ؂ࢹ ɾ IDS/IPS
    ΞϯνϚϧ΢ΣΞ

    View Slide

  55. ੬ऑੑରࡦ

    w ੬ऑੑ਍அ͸ϓϥοτϑΥʔϜ਍அͱ8FC
    ΞϓϦέʔγϣϯ਍அΛ྆ํ࣮ࢪ͢Δ
    w "NB[PO*OTQFDUPS͸ϓϥοτϑΥʔϜ਍
    அͷΈͷͨΊɺఆৗతͳνΣοΫʹ͸޲͕͘
    ϦϦʔεલͷશମνΣοΫʹ͸ྗෆ଍
    w ؆қతͳ8FCαΠτ ݸਓ৘ใΛ࣋ͨͳ͍ɾ
    ෳࡶͳϩδοΫ͕ͳ͍
    ͳΒ'4FDVSF
    3"%"3 πʔϧͰͷ਍அ
    Ͱ͍͍
    w ্هʹ౰ͯ͸·Βͳ͍৔߹ʹ͸ΠΤϥΤη
    ΩϡϦςΟͷΑ͏ʹखಈͰ਍அ͢ΔαʔϏε
    ਪ঑
    ੬ऑੑରࡦ
    ੬ऑੑ਍அ
    ੬ऑੑ(ύον)؅ཧ
    ๷ޚ
    Inspector
    SSM

    View Slide

  56. ੬ऑੑରࡦ

    w ੬ऑੑ؅ཧ͸͢΂ͯͷαʔόͰඞਢ
    w 44.୯ମͰ΋Ͱ͖ͳ͘ͳ͍͕ɺύον
    ద༻ͷΈͷར༻͕޲͍͍ͯΔ
    w 04ϛυϧ΢ΣΞͷ੬ऑੑνΣοΫ͸
    'VUVSF7VMT͕͍͍ɺӡ༻ʹدΓఴ͑Δ
    w 8FCεΩϟϯͱ੬ऑੑ؅ཧɺνέοτ
    ػೳ͕͋Γ"1*࿈ܞͰ$*$%αΠΫϧ
    ʹ'4FDVSF3"%"3Λ૊ΈࠐΊΔͷ
    ͰͦΕ΋ݕ౼ͯ͠ΈΔ
    ੬ऑੑରࡦ
    ੬ऑੑ਍அ
    ੬ऑੑ(ύον)؅ཧ
    ๷ޚ
    Inspector
    SSM

    View Slide

  57. ͋ΘͤͯಡΈ͍ͨ

    <਱ʹ͖ͨʂ>੬ऑੑ؅ཧπʔϧ'VUVSF7VMT͔Β௚઀
    44.Λར༻ͯ͠ύονద༻͕Ͱ͖ΔΑ͏ʹͳͬͨͷͰ
    ΍ͬͯΈͨ
    ੬ऑੑ؅ཧ͔Β௚઀ύονͷద༻·ͰͰ͖ͯӡ༻͕ஈҧ
    ͍ͰָʹͳΔͷͰ׆༻͢΂͠
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTTTN@JOUFHSBUF@BOE@QBUDI@BQQMJDBUJPO@XJUI@GVUVSFWVMT

    View Slide

  58. ͋ΘͤͯಡΈ͍ͨ

    ʲ'4FDVSF3BEBS"1*$PEF1JQFMJOFʳ8FC
    εΩϟϯͷ࣮ߦͱ݁Ռ൑ఆΛࣗಈԽͯ͠Έͨ
    $*$%ʹ8FCΞϓϦέʔγϣϯͷ੬ऑੑ਍அΛ૊Έࠐ
    Ήख๏Λ঺հ͍ͯ͠·͢
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTBVUPXFCTDBOXJUIQJQFMJOF

    View Slide

  59. ੬ऑੑରࡦ

    w ๷ޚ͸࢑ఆରॲͷͨΊ਍அ΍؅ཧΛ͠
    ্ͨͰ׆༻
    w %FFQ4FDVSJUZͰ04্Ͱͷରࡦ΋Մೳ
    ͕ͩɺՄೳͳΒલஈͰ8"'౳ͰࢭΊ͍ͨ
    w "848"'͸ΞϓϥΠΞϯε8"'ΑΓ
    ΋ػೳ͸ݶఆత͕ͩεέʔϧ౳૬ੑ͸͍
    ͍ͷͰΤϯτϦʔϨϕϧ͔Βݕ౼͢Δ
    w "848"'ӡ༻ͷφϨοδ͕ͳ͍৔߹ʹ
    ͸8BG$IBSNʹΑΔࣗಈӡ༻΋ݕ౼
    ੬ऑੑରࡦ
    ੬ऑੑ਍அ
    ੬ऑੑ(ύον)؅ཧ
    ๷ޚ
    Inspector
    SSM

    View Slide

  60. ͋ΘͤͯಡΈ͍ͨ

    ࠃ࢈8"'ϕϯμʔ$4$͔Β৽͍͠"848"'Ϛωʔδυ
    ϧʔϧ͕ϦϦʔε͞ΕͨͷͰ࢖ͬͯΈͨ
    ϚωʔδυϧʔϧͲΕ࢖ͬͨΒྑ͍͔Θ͔Βͳ͔ͬͨΒͱΓ
    ͋͑ͣ͜Ε
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTDTDXBGNBOBHFESVMFSFMFBTF

    View Slide

  61. ίϯςφͷෆਖ਼ϓϩάϥϜ΍੬ऑੑରࡦ

    w 'BSHBUFͳͲϗετΛૢ࡞Ͱ͖ͳ͍
    ίϯςφܥͰ͸ಛʹηΩϡϦςΟ੡඼
    ͸·ͩࢢ৔ʹग़ἧ͍ͬͯͳ͍
    w "RVBͳΒϦϦʔεલͷίϯςφͷ੩
    తεΩϟϯ΍ՔಇதͷಈతͳεΩϟϯ
    ʹ΋ରԠ͍ͯ͠Δ
    ίϯςφ

    View Slide

  62. ͋ΘͤͯಡΈ͍ͨ

    ίϯςφηΩϡϦςΟΛ࢝ΊΔͷʹ༗༻ͳυΩϡϝϯτͭ
    ͱແྉπʔϧͭͷ঺հ
    ίϯςφηΩϡϦςΟ͸/*45ͷυΩϡϝϯτΛಡΉͱ͍͍
    IUUQTEFWDMBTTNFUIPEKQUPPMEPDLFSDPOUBJOFSTFDVSJUZUPPMTBOEEPDT

    View Slide

  63. ͋ΘͤͯಡΈ͍ͨ

    ʲ௒଴๬Ξοϓσʔτʳ&$3ʹର͢Δ੬ऑੑεΩϟϯػೳ
    ͕ఏڙ͞Ε·ͨ͠
    ίϯςφͷࣗಈεΩϟϯ͕Ͱ͖ΔΑ͏ʹͳ͍ͬͯ·͢
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTFDSSFQPTJUPSZTDBO

    View Slide

  64. ΞΠσϯςΟςΟ

    w ΞϓϦέʔγϣϯͰͷΞΠσϯςΟςΟ؅ཧͷ࣮૷͸
    େม
    w $PHOJUPͰೝূػೳΛར༻͢Δͷ΋Ұͭͷख
    w $PHOJUPͳΒ"EWBODFE4FDVSJUZͰϦεΫϕʔ
    εͷೝূڧԽͳͲ΋Մೳ
    w ΑΓखܰʹڧྗͳػೳΛར༻͢ΔͳΒ"VUI

    View Slide



  65. ॳڃ
    ӡ༻

    View Slide

  66. ӡ༻ઃܭͨ͠ʁ ηΩϡϦςΟҎ֎΋ؚΊͯ


    ͓ئ͍͔ͩΒӡ༻ઃܭ͍ͯͩ͘͠͞(੾࣮)

    View Slide

  67. ӡ༻ઃܭ

    ෯͕޿͗͢ΔͷͰ͔͍ͭ·ΜͰτϐοΫ͋͛·͢
    w $MPVE8BUDIΛϕʔεʹ&$ͷࢮ׆؂ࢹ΍3PVUFͷ֎ܗ؂ࢹΛ࢖ͬͯ
    ΞϥʔτઃఆΛͯ͠ҟৗΛݕ஌͢Δ
    w ͦͷଞ࢖͍ͬͯΔαʔϏεͷϝτϦΫεͰԿΛݟΔ͔ɺΞϥʔττϦΨʔʹ
    ͢Δ͔ΛܾΊ͓ͯ͘ ԿΛো֐ͱ͢Δ͔ఆٛ͢Δ

    w ΞϓϦଆͷϝτϦΫεऔಘ΍ϩάͷ֎෦ग़ྗ 4΍$MPVE8BUDI-PHT
    Λ
    ߦ͏
    w ݕ஌ޙͷ࣍੾Γ෼͚΍෮چϑϩʔΛ࡞͓ͬͯ͘
    w Կճ΋ϑϩʔΛ࣮ࡍʹྲྀ͓ͯ͘͠ Ϋϥ΢υ͔ͩΒ΋͏Ұݸ؀ڥ࡞ͬͯ؆୯ʹ
    Ͱ͖·͢

    w Ͱ͖Δ͚ͩࣗಈԽ͢Δ ྫ"VUP4DBMJOH࢖͏͚ͩͰ&$ͷ෮چΛࣗಈԽͰ
    ͖Δ

    View Slide

  68. όοΫΞοϓ෮چͷࢼݧ͸΍Γ·͠ΐ͏

    w ؆୯ʹόοΫΞοϓΠϝʔδ͔Β෮چͰ͖·͕͢ɺΘ
    ͔ͬͯͳ͍ͱ؆୯Ͱ͸ͳ͍Ͱ͢
    w &$ͷ৔߹ɺ".*͔Βͷ෮چ͔εφοϓ
    γϣοτ͔Βͷ෮چ͔ʁ
    w *1ΞυϨεมΘΔ͜ͱ΋͋Δ͔Βେৎ෉͔
    w 3%4ͳΒແ͘ͳΔσʔλͷ͜ͱ΋ߟ͑ͯ

    View Slide

  69. ෮چܭը΋͔ͬ͠Γ࡞Δ

    w ";ো֐͕ى͖ͨΒͲ͏͢Δ͔
    w ϦʔδϣϯϨϕϧ΋ߟ͑Δͷ͔
    w ؀ڥΛ࡞Γ௚͠΍͍͢Α͏ʹ$MPVE'PSNBUJPOͳͲ
    ͰςϯϓϨʔτԽ͢Δͱ͍͏ख΋͋Δ
    w ͍ΘΏΔ*OGSBTUSVDUVSFBT$PEF *B$

    w ԿͰ΋૊ΈࠐΈ͗͢ͳ͍Α͏ʹ໨తʹ߹Θͤͨ࡞Γํ
    Λ͢ΔΑ͏ʹ มߋͷ൓ө͕खؒʹͳΓ͗ͨ͢Βຊ຤స


    View Slide

  70. ؂ࢹɾϩΪϯάɾ෼ੳ

    w ֤छϦιʔεͷϝτϦΫεͱϩάͷऔಘ͸ඞਢ
    w ϩά෼ੳ͸୯७ͳ8FCαΠτͳΒ༏ઌ౓͸௿Ίɻύ
    ϑΥʔϚϯε΍ηΩϡϦςΟཁ͕݅ߴ͍৔߹ʹ͸ݕ౼
    ͢Δ
    w ϩάʹ͍ͭͯอଘ͸جຊ4อଘɺ෼ੳΛݕ౼͢Δͳ
    Β$MPVE8BUDI-PHT&MBTUJD4FBSDI4VNP
    -PHJD͕બ୒ࢶʹͳΔ
    w ෼ੳΛॳΊͯߦ͏৔߹΍෼ੳʹूத͍ͨ͠৔߹ɺε
    έʔϧ͕ಡΊͳ͍৔߹ʹ͸4VNP-PHJD͕ॳظμο
    γϡϘʔυͱΠϯςάϨʔγϣϯʹ༏Ε͍ͯΔͷͰ͍
    ͍
    ϩΪϯάɾ෼ੳ
    CloudWatch Config CloudTrail
    ؂ࢹ
    CloudWatch

    View Slide

  71. ͋ΘͤͯಡΈ͍ͨ

    $MPVE8BUDIμογϡϘʔυΛར༻ͯ͠Φʔτεέʔ
    ϧ؀ڥͷՔಇঢ়ଶΛՄࢹԽͯ͠Έͨ
    ωਃͷμογϡϘʔυΛ׆༻͠·͠ΐ͏
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTBVUPTDBMMJOHXJUIDMPVEXBUDIEBTICPBSE

    View Slide

  72. ͦͷଞ؂ࢹཁૉ

    w "VSPSBͷύϑΥʔϚϯεΠϯαΠτ͸Մࢹੑ͕ͪΐʔ্͕Δ
    w IUUQTEFWDMBTTNFUIPEKQDMPVEBXTXPSEQSFTTECQFSGPSNBODFJOTJHIU
    w &$4΍&,4ͷίϯςφΠϯαΠτ΋͍ͬͺ͍ݟ͑Δ
    w IUUQTEFWDMBTTNFUIPEKQDMPVEBXTDPOUBJOFSJOTJHIUTHB

    View Slide

  73. ͦͷଞ؂ࢹཁૉ

    w ",*#""84൪֎ฤʙ"846QEBUF-5େ
    ձʙͰʮ஌͍ͬͯΔ͔93BZͷΞοϓσʔτ
    Λʂʂʯͱ͍͏಺༰Ͱొஃ͠·ͨ͠BLJCBBXT
    w ΞϓϦଆ͸93BZΛ࢖͏ͱΑ͘ݟ͑Δ
    w IUUQTEFWDMBTTNFUIPEKQDMPVEBXTBLJCBBXTYSBZ

    View Slide

  74. ηΩϡϦςΟܥαʔϏεͷӡ༻

    w Ξϥʔτ͕ग़ͨͱ͖ͷରԠ͸΅ͪ΅ͪେม͚ͩͲ֬ೝ
    ͢ΔϙΠϯτ͚ͩͰ΋·ͱΊ͓ͯ͘
    w (VBSE%VUZ"848"'%FFQ4FDVSJUZ͸
    ࢀߟ৘ใࡌ͓͖ͤͯ·͢

    View Slide

  75. ͋ΘͤͯಡΈ͍ͨ

    "NB[PO(VBSE%VUZʹΑΔٙΘ͍͠ωοτϫʔΫ௨৴
    ͷݕ஌ͱॳಈରԠͷৼΓฦΓ
    ӡ༻࣌ͷରԠͷҰྫ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTHVBSEEVUZpSTUBDUJPO

    View Slide

  76. ͋ΘͤͯಡΈ͍ͨ

    "848"'Ϛωʔδυϧʔϧಋೖͱӡ༻ͷצॴ
    "848"'ӡ༻ͷࢀߟྫ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTIPXUPXBGNBOBHFESVMF

    View Slide

  77. ͋ΘͤͯಡΈ͍ͨ

    ͸͡Ίͯͷ%FFQ4FDVSJUZӡ༻ʹඞཁͳ৘ใ·ͱΊ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTEFFQTFDVSJUZpSTUTUFQXJUIDMBTTNFUIPE

    View Slide

  78. $*$%͍ͭͰʹηΩϡϦςΟରࡦ

    w $*$%ͷϑϩʔ͕͋ΔͳΒ΍Γ·͠ΐ͏
    w ͳͯ͘΋΍Γ͍ͨͳΒจԽͮ͘ΓͳͷͰཁ૬ஊ
    w ʮࣗ෼ͨͪͰ΍͍ͬͯͧ͘ʂʯͱ͍͏ҙࢥ͕ඞཁ

    View Slide

  79. ͋ΘͤͯಡΈ͍ͨ

    ʲ'4FDVSF3BEBS"1*$PEF1JQFMJOFʳ੬ऑ
    ੑ਍அͷ࣮ߦ͔Β݁Ռऔಘɺ൑ఆ·ͰશࣗಈͰ΍ͬͯΈ
    ͨ
    &$ͷ04ϛυϧ΢ΣΞͷࣗಈ਍அʹ༗ޮ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTBMMBVUPWVMTDBOXJUIQJQFMJOF

    View Slide

  80. ॳڃ·ͱΊ

    w "84ϨΠϠʔͷηΩϡϦςΟ͸ΦϯϓϨϛεʹແ͍΋
    ͷͳͷͰ͖ͪΜͱ֮͑Δ
    w 04ΞϓϦϨΠϠʔ͸ैདྷͲ͓Γ͚ͩͲɺ͜Ε·Ͱग़དྷ
    ͯͳ͔ͬͨͳΒؾʹ͢Δ ΦϯϓϨϛεΑΓ͸΍Γ΍͢
    ͍ʂ

    w ӡ༻Λ࠷ॳ͔ΒͪΌΜͱߟ͑Δ
    શ෦Λ΍Δඞཁ͸ͳ͍͔΋͠Εͳ͍͚Ͳݕ౼͸͠·͠ΐ͏

    View Slide



  81. தڃ

    View Slide

  82. தڃͷ಺༰

    w ൃݟత౷੍ΠϯγσϯτϨεϙϯε
    w (3$ ΨόφϯεϦεΫίϯϓϥΠΞϯε

    ࢹ໺Λ޿࣋ͬͯ͘ཉ͍ͬͯ͠࿩Ͱ͢
    Ұਓ͡Όͳ͘૊৫ͰରԠ͍ͯ͘͠࿩

    View Slide



  83. தڃ
    ൃݟత౷੍ / ΠϯγσϯτϨεϙϯε

    View Slide

  84. ൃݟత౷੍ͱ͸

    w %FUFDUJWF$POUSPM
    w ༧๷తίϯτϩʔϧͱରൺͯ͠࢖ΘΕΔࣄ͕ଟ͍
    w ϦεΫϚωδϝϯτͷ༻ޠ
    w 8"'΍ύονద༻ͰΠϯγσϯτΛ༧๷͢Δ͚ͩͰͳ
    ͘ɺΠϯγσϯτ͕ى͖ͨ࣌ʹؾ෇͚ΔΑ͏ʹ͓ͯ͘͠
    w ೔ຊͩͱൃݟత౷੍ͷମ੍͕ऑ͍ͱݴΘΕ·͢Ͷ

    View Slide

  85. ΠϯγσϯτϨεϙϯε *3
    ͱ͸

    w Πϯγσϯτ ো֐ͱ͔ηΩϡϦςΟࣄނͱ͔ݦࡏԽ
    ͨ͠ڴҖͳͲ
    ͷରԠ Ϩεϙϯε
    Λ͢Δ͜ͱ
    w "84ʹ͓͚ΔΠϯγσϯτϨεϙϯε͸֤छΞϥʔ
    τ౳͔Βݕ஌ͯ͠ɺϩά౳Λݟͯࣄ৅Λ֬ೝɺઃఆม
    ߋ΍؀ڥִ཭ɺ*".ͷ࡟আ౳Λߦ͍ͬͯ͘

    View Slide

  86. ൃݟత౷੍ͷୈҰา(VBSE%VUZ

    w (VBSE%VUZ͸"84্Ͱى͜Δ͋ΒΏΔڴҖΛݕ஌
    ͯ͘͠ΕΔ
    w ·ͣ͸͜ͷΞϥʔτ͔ΒରԠ͢Δମ੍Λ࡞Δ
    w ͲΜͳΞϥʔτ্͕͕Δ͔ͷྫ
    w *".ͷΞΫηεΩʔ͕࿙Ӯͯ͠ෆਖ਼ར༻͞Ε͍ͯΔ
    w &$͕Ϛϧ΢ΣΞʹײછ͍ͯ͠Δ

    View Slide

  87. (VBSE%VUZͷΞϥʔτΛड͚औΔ

    w (VBSE%VUZ͸༗ޮԽ͢Δ͚ͩͩͱΞϥʔτ͕ඈ͹
    ͳ͍
    w $MPVE8BUDI&WFOUTΛܦ༝ͯ͠4/4Ͱϝʔϧ΍
    4MBDL΁ͷνϟοτ΍#BDLMPH΁ͷνέοτΛඈ͹
    ͢
    w ϝʔϧΛड͚औͬͨΒ"84Ϛωδϝϯτίϯιʔϧ
    ʹϩάΠϯͯ͠ݟΔ KTPOΑΓݟ΍͍͢

    View Slide

  88. (VBSE%VUZͷݟΔͱ͜Ζ

    w (VBSE%VUZը໘ͷ݁Ռ͔ΒબΜͰৄࡉը໘
    w ॏཁ౓ͱର৅ͷϦιʔεΛνΣοΫ
    w ڴҖͷ಺༰͸-FBSO.PSF͔ΒৄࡉυΩϡϝϯτ΁ඈ΂Δ

    View Slide

  89. (VBSE%VUZͷݟΔͱ͜Ζ

    w Ϧιʔε"1*"DUPS ૢ࡞ݩ
    ͳͲͷ৘ใ΋
    w Ϣʔβ໊΍ૢ࡞͍ͯ͠Δ*1ɺࠃ͸Α͘࢖͏൑அࡐྉ

    View Slide

  90. (VBSE%VUZͷରԠํ๏

    w ݕ஌ͨ͠಺༰ʹΑΔ͕ΫϦςΟΧϧͳ΋ͷ͸छྨ
    w *".ෆਖ਼ར༻͸*".ΛແޮԽͯ͠Өڹௐࠪ
    w $MPVE5SBJMͰ֘౰ΫϨσϯγϟϧͰͷૢ࡞Λ͢΂ͯ֬ೝ
    w "ENJOݖݶ͕৐ͬऔΒΕ͍ͯͨΒ࠷ѱΞΧ΢ϯτഁغ
    w &$͕৐ͬऔΒΕ͍ͯͨΒִ཭ɾϑΥϨϯδοΫ
    w JOPVU͢΂੍ͯݶͨ͠4FDVSJUZ(SPVQͰִ཭
    w TTNBRVJSF౳ͷπʔϧΛ࢖͏ͱָ
    w ॏཁͳσʔλʹΞΫηε͍ͯ͠ͳ͍͔ͱ͔֬ೝ

    View Slide

  91. ͋ΘͤͯಡΈ͍ͨ

    w ϑΥϨϯδοΫπʔϧͷ44."DRVJSFΛ࢖ͬͯΈ
    ͨSFJOWFOU
    w ࣄલʹ४උ͓͚ͯ͠͹҆શʹɺઐ໳Ո͡Όͳͯ͘΋ඞ
    ཁͳσʔλΛऔಘͰ͖Δ
    w IUUQTEFWDMBTTNFUIPEKQDMPVEBXTSFJOWFOUTTNBDRVJSF

    View Slide

  92. ࣮ࡍͷ(VBSE%VUZͷରԠ

    w ͪΌΜͱ΍͍ͬͯΕ͹ॏཁ౓ߴͷΞϥʔτ͸ͳ͍
    w ॏཁ౓தҎԼ͸աݕ஌ͷ৔߹΋͋Δ
    w Ͱ΋಺༰͸֬ೝͯ͠Ͷ
    w Α͋͘Δ಺༰
    w 6OVTVBM"DDFTTීஈͱ͸ҧ͏৔ॴ͔ΒͷΞΫηε
    w 6TFS1FSNJTTJPOT*".ͷݖݶมߋ
    w ͜ΕΒ͸؀ڥʹΑͬͯ͸Α্͕͘Δ͕ɺͨͩͷաݕ஌ͳͷ͔͸ͬ͠
    ͔Γ֬ೝ͢Δ
    w ݕ஌݁ՌͱͦͷରԠ๏
    w IUUQTEPDTBXTBNB[PODPNKB@KQHVBSEEVUZMBUFTUVHHVBSEEVUZ@pOEJOHUZQFTBDUJWFIUNM

    View Slide

  93. աݕ஌͕ଟ͍৔߹ͷରԠํ๏

    w ·ͣϲ݄ఔ౓଴ͭ
    w ύλʔϯΛֶश͢ΔͨΊΑ͘ߦΘΕΔૢ࡞ͳΒݕ஌͞Εͳ͘ͳΔ
    w *1ΞυϨεͷϗϫΠτϦετొ࿥
    w Φεεϝ͠ͳ͍
    w શ͘ݕ஌݁Ռ͕࢒Βͳ͍ͨΊ
    w ࣗಈΞʔΧΠϒ
    w (VBSE%VUZͷ࢓૊ΈΛ࢖͏
    w ΋͘͠͸#BDLMPH౳νέοτγεςϜଆͱ࿈ܞͯ͠ΞʔΧΠϒ
    ͢Δ࢓૊ΈΛ࡞Δ

    View Slide

  94. ࣍ͷൃݟత౷੍$POpH3VMFT

    w มߋ؅ཧΛߦ͏"84$POpHͷػೳͷҰͭ
    w มߋ͞Εͨ಺༰͕ఆΊͨϧʔϧ͔Βҳ୤ͨ͠ΒΞϥʔ
    τΛग़͢
    w ྫ4FDVSJUZ(SPVQΛ44)ϑϧΦʔϓϯ

    Λઃఆ͢Δ
    w Ξϥʔτ͸4/4

    View Slide

  95. $POpH3VMFTͷϧʔϧઃఆ

    w ϧʔϧ͸छྨ
    w "84͕༻ҙ͍ͯ͠ΔϚωʔδυϧʔϧ
    w ϢʔβͰ-BNCEBΛ࡞੒ͯ͠࡞ΔΧελϜϧʔϧ
    w ϚωʔδυϧʔϧΛோΊͯඞཁͳ΋ͷΛಋೖ͢Δͱ͜
    Ζ͔Β࢝ΊΔͷ͕Φεεϝ

    View Slide

  96. ͋ΘͤͯಡΈ͍ͨ

    ਪ঑ϧʔϧ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTSFDPNNFOEDPOpHSVMFTGPSBMMVTFS
    ࣗಈम෮
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTBVUPSFDPWFSZSFTUSJDUFETTIXJUIPVUMBNCEB

    View Slide

  97. 4FDVSJUZ)VC

    w (VBSE%VUZ*OTQFDUPS.BDJF΍αʔυύʔ
    ςΟπʔϧͷΞϥʔτΛ·ͱΊͯ؅ཧ͢Δ࢓૊Έ
    w ίϯϓϥΠΞϯενΣοΫػೳ΋͋Δ
    w IUUQTEFWDMBTTNFUIPEKQDMPVEBXTSFJOWFOUTFDVSJUZIVC

    View Slide

  98. 4FDVSJUZ)VCͷ࢖͍ํ

    w ΠϯαΠτͱ͍ͯ͠ΖΜͳ؍఺Ͱͷάϥϑ͕ݟΕΔ
    w Ξϥʔτ͕ଟ͍"84ΞΧ΢ϯτ΍Ϧιʔε౳
    w ݟ͔͍ͭͬͯΔ಺༰ʹରͯ͠ΧελϜΞΫγϣϯΛ࣮ߦՄೳ
    w νέοτىථͨ͠Γ&$Λִ཭ͨ͠Γ -BNCEBܦ༝

    View Slide

  99. 4FDVSJUZ)VCͷ༻్

    w ΞΧ΢ϯτΛ·͕ͨͬͯ৘ใΛूΊΒΕΔͱ͜Ζ͸͍͍
    w ίϯϓϥΠΞϯενΣοΫͱͯ͠࢖ͬͯ΋͍͍
    w ͨͩݱঢ়ͷػೳͰ͸ݟ௨͕ͦ͠Μͳʹྑ͘ͳΒͳ͍
    w IUUQTEFWDMBTTNFUIPEKQDMPVEBXTTFDVSJUZIVCVTFDBTF

    View Slide

  100. 4VNP-PHJDʹΑΔϩά෼ੳ

    w গ͠Ξϓϩʔν͕มΘΔ͕Կ͕ى͖͍ͯΔ͔ΛݟΔ৔߹ʹ͸
    ϩά෼ੳ4BB4ͷ4VNP-PHJDͷ׆༻͕Φεεϝ
    w $MPVE5SBJMϩάͳͲ͔Βෆ৹ͳಈ͖ΛΘ͔Γ΍͘͢ՄࢹԽ

    View Slide

  101. (VBSE%VUZ΋ݟΕΔ

    Ͳ͜Ͱى͖͍ͯΔ͔ͷάϩʔόϧϚοϓ
    ط஌ͷڴҖIP݅਺

    View Slide

  102. (VBSE%VUZ΋ݟΕΔ

    ಛʹةͳ͍ڴҖͷ݅਺
    ॏཁ౓ຖͷ
    ݅਺ͷਪҠ

    View Slide

  103. ͋ΘͤͯಡΈ͍ͨ

    (VBSE%VUZͷݕ஌ঢ়گΛάϩʔόϧͱൺֱͰ͖Δ
    4VNP-PHJDͷ৽μογϡϘʔυ࢖ͬͯΈͨ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTTVNPMPHJDHVBSEEVUZHJT

    View Slide

  104. 4VNP-PHJDͷεεϝ

    w "84ͷϩάΛ؆୯ʹڧྗʹՄࢹԽ σϑΥϧτͷμογϡ
    Ϙʔυ

    w ηΩϡϦςΟҎ֎ʹ΋ӡ༻Ͱ׆༻Ͱ͖Δ
    w $MPVE'SPOU
    w "-#
    w -BNCEB
    w 3%4౳ʑ
    w ϛυϧ΢ΣΞͷϩάͳͲ΋μογϡϘʔυ͋Γ

    View Slide

  105. "NB[PO$MPVE'SPOU

    w 8FCΦϖϨʔγϣϯ

    View Slide

  106. "NB[PO$MPVE'SPOU

    w ๚໰ऀ౷ܭ

    View Slide

  107. "QQMJDBUJPO-PBE#BMBODFS "-#


    w μογϡϘʔυ

    View Slide

  108. "QQMJDBUJPO-PBE#BMBODFS "-#


    w ϨΠςϯγ෼ੳ

    View Slide

  109. "QQMJDBUJPO-PBE#BMBODFS "-#


    ϦΫΤετ෼ੳ

    View Slide

  110. "QQMJDBUJPO-PBE#BMBODFS "-#


    w εςʔλείʔυ෼ੳ

    View Slide

  111. "84-BNCEB

    w Τϥʔ෼ੳ

    View Slide

  112. "84-BNCEB

    w ύϑΥʔϚϯε෼ੳ

    View Slide

  113. ΑΓਐΜͩൃݟత౷੍

    ϦΫϧʔτςΫϊϩδʔζ༷ͷྫ͸ҰͭͷࢀߟʹͳΔ
    େن໛ΞΧ΢ϯτͷεέʔϧͳͷͰ΍Γ΍͍͢ͱ͜ΖΛ
    நग़ͯ͠࢖͍·͠ΐ͏
    IUUQTTQFBLFSEFDLDPNSUFDILPVIPVEBHVJNPBXTHPOHUPOHKJQBOTIBOHGBMTFGBKJBOEFUPOH[IJIFGBMTFUJBP[IBO

    View Slide



  114. தڃ
    GRC
    (Ψόφϯε / ϦεΫ / ίϯϓϥΠΞϯε)

    View Slide

  115. (3$ͱ͸

    w ΨόφϯεɾϦεΫϚωδϝϯτɾίϯϓϥΠΞϯε
    ͸ڞଘ͍ͯ͠Δ
    w Ψόφϯε͸Ϗδωεཁ݅ʹԠͨ͡ઓུ౳Λཱ֬
    w ϦεΫϚωδϝϯτͰΨόφϯεͱධՁ͞ΕͨϦεΫ
    Λඥ෇͚ͯ༏ઌॱҐ෇͚
    w ίϯϓϥΠΞϯε͸ཁ݅ʹԠͨ͡౷੍ͷ९कͱ؂ࢹ

    View Slide

  116. (3$ͷϑΟʔυόοΫϧʔϓ

    IUUQTBXTBNB[PODPNKQCMPHTTFDVSJUZTDBMJOHBHPWFSOBODFSJTLBOEDPNQMJBODFQSPHSBNGPSUIFDMPVE

    View Slide

  117. ೉ͦ͠͏͚ͩͲ؆୯ʹݴ͏ͱ

    Ϗδωεʹݟ߹͏
    ϦεΫ؅ཧΛͯ͠
    ద౓ʹ؂ࠪΛ͢Δ
    ͷΛঢ়گʹ߹Θͤͯͻͨ͢Βճ͢
    Θ͔Γ΍͍͢ʁ

    View Slide

  118. (3$ϧʔϓΛճͨ͢Ίʹ΍Δ͜ͱൈਮ

    w '*4$΍1$*ͳͲ४ڌ͢ΔίϯϓϥΠΞϯεཁ݅Λ֬ೝ
    w /*45$4'ͳͲͷద༻Ͱ͖ΔϑϨʔϜϫʔΫΛཧղ
    w $$P&࡞Δ
    w γεςϜͱϏδωεΛϦϯΫͯ͠ϦεΫ؅ཧ
    w ؂ࢹɾΞϥʔτͷࣗಈԽ
    w ίϯϓϥΠΞϯεঢ়گͷՄࢹԽ

    View Slide

  119. ࢀߟʹ͢ΔυΩϡϝϯτ͍Ζ͍Ζ࠶ܝ

    ίϯϓϥΠΞϯεཁ݅΍ϑϨʔϜϫʔΫ౳
    w /*45αʔόʔηΩϡϦςΟϑϨʔϜϫʔΫ $4'

    w IUUQTBXTBNB[PODPNKQCMPHTOFXTVQEBUFEXIJUFQBQFSOPXBWBJMBCMFBMJHOJOHUPUIFOJTUDZCFSTFDVSJUZ
    GSBNFXPSLJOUIFBXTDMPVE
    w "84ηΩϡϦςΟϕετϓϥΫςΟε
    w IUUQTEBXTTUBUJDDPNXIJUFQBQFSTKB@+14FDVSJUZ"84@4FDVSJUZ@#FTU@1SBDUJDFTQEG
    w 8FMM"SDIJUFDUFEϑϨʔϜϫʔΫ
    w IUUQTBXTBNB[PODPNKQCMPHTOFXTBXTXFMMBSDIJUFDUFEXIJUFQBQFS
    w 1$*'*4$)*11"౳֤छίϯϓϥΠΞϯεͷυΩϡϝϯτ
    w IUUQTBXTBNB[PODPNKQDPNQMJBODFQSPHSBNT

    View Slide

  120. $$P&࡞Δ

    w $MPVE$FOUFSPG&YDFMMFODFʢ$$P&ʣ
    w ଟ༷ͳઐ໳஌ࣝΛ࣋ͬͨνʔϜ
    w ૣ͍ஈ֊͔ΒΫϥ΢υʹऔΓ૊Έɺ੒ख़ͯ͠શମͷΫϥ΢υ
    ׆༻ͷࢧԉʹճΔ໾ׂ
    w ෦ॺԣஅͰόʔνϟϧͳ૊৫ʹ͢Δ৔߹΋
    w ਐΊํͷྫ
    w IUUQTBXTBNB[PODPNKQCMPHTFOUFSQSJTFTUSBUFHZVTJOHBDMPVEDFOUFSPGFYDFMMFODFDDPF
    UPUSBOTGPSNUIFFOUJSFFOUFSQSJTF

    View Slide

  121. ίϯϓϥΠΞϯεɾΨόφϯεܥαʔϏε

    w ࠷௿ݶͷηΩϡϦςΟνΣοΫ͕Մೳͳ
    JOTJHIUXBUDI͸ແྉͷͨΊ͢΂ͯͷΞΧ΢ϯτͰ༗
    ޮ׆༻ͯ͠΄͍͠
    w "845SVTUFE"EWJTPS΋ඞͣνΣοΫ
    w ΞϓϦن໛͕େ͖͍ɾεςʔΫϗϧμʔ͕ଟ͍ɾίϯ
    ϓϥΠΞϯε༻͕݅ߴ͍৔߹ʹ͸௥Ճͷ׆༻Λݕ౼
    w %PNF͸1$*%44ͳͲͷίϯϓϥΠΞϯενΣοΫ
    ͕Ͱ͖Δଞɺ4FDVSJUZ(SPVQ͔ΒωοτϫʔΫΛՄ
    ࢹԽͨ͠Γ*".ͷ؅ཧΛߦ͑ΔͷͰେن໛ΞΧ΢ϯ
    τɾϚϧνΞΧ΢ϯτͷ؅ཧίετΛେ͖͘࡟ݮͰ͖
    Δ
    ίϯϓϥΠΞϯεɾ
    Ψόφϯε
    Config
    Trusted
    Advisor
    Well-Arch
    SSM

    View Slide

  122. ॳΊ΍͍͢ίϯϓϥΠΞϯε$*4#FODINBSL

    w $*4͸-JOVY΍"QBDIF౳༷ʑͳηΩϡϦςΟج४
    Λ࡞੒͍ͯ͠Δஂମ
    w $*4"84'PVOEBUJPOT#FODINBSLͱͯ͠
    "84ͷηΩϡϦςΟνΣοΫͷ۩ମతͳ߲໨Λఆٛ
    ͍ͯ͠Δ
    w ฐࣾఏڙͷηΩϡϦςΟνΣοΫπʔϧ
    ʮJOTJHIUXBUDIʯͰແྉͰ਍அՄೳ

    View Slide

  123. JOTJHIUXBUDI

    ʮখ͞ͳൃݟΛେ͖ͳ҆৺ʹʯΛίϯηϓτʹ"84؀
    ڥΛ਍அ͠ϨϙʔτΛग़ྗ͢Δπʔϧ
    https://insightwatch.io/

    View Slide

  124. JOTJHIUXBUDIΛͲ͏࢖͏ͱ͍͍͔

    ৘γεʹ"84ͷηΩϡϦςΟΛߴΊΔํ๏Λฉ͍ͯΈͨʙ
    ΠϯαΠτ΢ΥονΠϯλϏϡʔγϦʔζୈ஄ʙ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTJOTJHIUXBUDIJOUFSWJFX@

    View Slide

  125. %PNFͰΑΓͨ͘͞ΜͷίϯϓϥΠΞϯεʹରԠ

    w %PNF͸ίϯϓϥΠΞϯεରԠ΍ΨόφϯεΛར͔ͤΔͨΊͷ4BB4
    w ରԠίϯϓϥΠΞϯε
    w )*1""
    w 1$*%44
    w (%13
    w /*45
    w 'FE3".1
    w *40
    w $*4'PVOEBUJPOT#FODINBSL

    View Slide

  126. ͋ΘͤͯಡΈ͍ͨ

    %FWFMPQFST*0JO04","Ͱʮ%PNFͰ͸͡Ί
    Δ"84ηΩϡϦςΟϦεΫ؅ཧʯΛ࿩͠·ͨ͠DNEFWJP
    %PNFͷΑ͘෼͔Δղઆ
    ίϯϓϥΠΞϯεҎ֎ͷ*".4FDVSJUZ(SPVQ؅ཧػೳ΋ڧྗʂ
    IUUQTEFWDMBTTNFUIPEKQFUDEFWFMPQFSTJPJOPTBLBEPNFTFDVSJUZSJTLDPOUSPM

    View Slide

  127. ΑΓେ͖ͳ؀ڥͰΨόφϯεΛར͔ͤΔ۩ମࡦ

    w Ωʔϫʔυ΍αʔϏε
    w ϚϧνΞΧ΢ϯτઓུ
    w "840SHBOJ[BUJPOT
    w -BOEJOH;POF
    w $POUSPM5PXFS

    View Slide

  128. ࠶ܝ͋ΘͤͯಡΈ͍ͨ

    "84ΞΧ΢ϯτͱ71$ɺ෼͚Δʁ෼͚ͳ͍ʁ෼ׂύ
    λʔϯͷϝϦοτɾσϝϦοτ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTBDDPVOUBOEWQDEJWJEJOHQBUUFSO
    ΞΧ΢ϯτ෼ׂ ઓུ
    ͷ఼ಊೖΓهࣄ

    View Slide

  129. ϚϧνΞΧ΢ϯτઓུ

    w ѻ͏"84؀ڥ͕ଟ͘ͳΔ৔߹ʹ͸ɺ؀ڥຖʹ"84ΞΧ΢ϯ
    τࣗମΛ෼͚Δ΄͏͕͍͍
    w *".΍ωοτϫʔΫΛ׬શʹ੾Γ཭͢͜ͱ͕Ͱ͖Δ
    w ੹೚෼ք఺΍ηΩϡϦςΟͷڥք͕໌֬ʹͳΔ
    w γεςϜຖ෼͚Δ͔ɺγεςϜεςʔδ ։ൃݕূຊ
    ൪౳
    Ͱ෼͚Δ
    w Φεεϝ͸γεςϜεςʔδ
    w ։ൃ؀ڥͷηΩϡϦςΟ͕ΏΔͯ͘΍ΒΕΔύλʔϯ͕Α͘
    ͋ΔͷͰɺ͔ͦ͜ΒӨڹ͕ຊ൪؀ڥ·Ͱ೾ٴ͠ͳ͍Α͏ʹ

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  130. ϚϧνΞΧ΢ϯτઓུ

    w ϚϧνΞΧ΢ϯτͰͷϢʔβ؅ཧ
    w ϚϧνΞΧ΢ϯτ࣌ͷ*".͸Օॴʹ·ͱΊͯ
    4XJUDI3PMFΛར༻֤ͯ͠ΞΧ΢ϯτʹΞΫηε
    ͢Δ
    w ͋Δ͍͸0OF-PHJOͳͲͷ*E1ʹدͤΔ

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  131. "840SHBOJ[BUJPOT

    w ϚϧνΞΧ΢ϯτͷ؅ཧΛߦ͏αʔϏε
    w 06 ૊৫୯Ґ
    Λ֊૚తʹ࡞੒ͯ͠"84ΞΧ΢ϯτΛॴଐ͞
    ͤΔࣄ͕Ͱ͖Δ
    w αʔϏείϯτϩʔϧϙϦγʔ 4$1
    Λར༻ͯ͠ར༻Մೳͳ
    ݖݶΛ੍ޚͰ͖Δ
    w ୅ཧళܦ༝ͷ"84ར༻ͷ৔߹੍໿͕͋Δ͜ͱ΋͋ΔͷͰ஫ҙ

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  132. -BOEJOH;POF

    w 0SHBOJ[BUJPOTΛϕʔεʹ༷ʑͳαʔ
    ϏεΛ૊Έ߹ΘͤͯϚϧνΞΧ΢ϯτͰΨ
    όφϯε΍ηΩϡϦςΟΛ֬อ͢Δߟ͑ํ
    w "84-BOEJOH;POFιϦϡʔγϣϯͱ
    ͯ͠$MPVE'PSNBUJPOςϯϓϨʔτͷ
    ఏڙ΋͋Γ
    w 0SHBOJ[BUJPOTΛར༻͍ͯ͠Δͱ੍໿
    ͕͋Δ৔߹͕͋Δ͕ɺ0SHBOJ[BUJPOT
    ແ͠Ͱ΋ಉ͡Α͏ͳϚϧνΞΧ΢ϯτ࿈ܞ
    ͸ՄೳͳͷͰࢀߟʹͳΔ

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  133. $POUSPM5PXFS

    w -BOEJOH;POFΛϚωʔδυͰఏڙ͢ΔαʔϏε
    w "84-BOEJOH;POFιϦϡʔγϣϯͱ͸গ͠ΞʔΩ
    ςΫνϟ͕ҧ͏
    w μογϡϘʔυͰ֤ΞΧ΢ϯτͷίϯϓϥΠΞϯεঢ়گ
    ͕೺ѲͰ͖Δ
    w 0SHBOJ[BUJPOTΛར༻͢ΔͷͰಉ͡Α͏ͳ੍໿͋Γ
    w ͔ͭ৽ن0SHBOJ[BUJPOTΛ࡞੒͢Δඞཁ͕͋Δ
    w ݱঢ়౦ژϦʔδϣϯͰ͸ఏڙ͞Ε͍ͯͳ͍

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  134. $POUSPM5PXFSͷΞʔΩςΫνϟ

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  135. $POUSPM5PXFSͷΞʔΩςΫνϟ

    w ϚελʔΞΧ΢ϯτͰ$POUSPM5PXFS࡞੒
    w 0SHBOJ[BUJPOT͕࡞੒͞Ε֤Ϣʔβ͸"84440Ͱ؅ཧ͞
    ΕΔ
    w ؅ཧ༻ͷίΞΞΧ΢ϯτͭ࡞੒
    w ϩάΞʔΧΠϒ5SBJM΍$POpHϩάू໿
    w ؂ࠪ(VBSE%VUZ΍$POpH3VMFT౳֤छηΩϡϦςΟ
    Ξϥʔτू໿֤ΞΧ΢ϯτ΁ͷ"ENJOݖݶ
    w 4FSWJDF$BUBMPH͔ΒܾΊΒΕͨύλʔϯͷ"84ΞΧ΢ϯ
    τΛ෷͍ग़͢ 71$΍ίϯϓϥΠΞϯεઃఆೖΓ

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  136. ͋ΘͤͯಡΈ͍ͨ

    "84$POUSPM5PXFSͷϥϘΛ΍Γͳ͕ΒֶΜͰΈͨ
    #ηοτΞοϓฤ
    νϡʔτϦΞϧΛ΍Γͳ͕ΒֶͿγϦʔζ
    IUUQTEFWDMBTTNFUIPEKQDMPVEBXTBXTDPOUSPMUPXFSMBCTC

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  137. $POUSPM5PXFS΁ͷظ଴

    w ·ͩ·੍ͩ໿͕ଟ͍
    w ୅ཧళܦ༝Ͱͷఏڙ͕ͮ͠Β͍
    w ৽ن0SHBOJ[BUJPOTΛ࡞੒͠ͳ͍ͱ͍͚ͳ͍
    w ౦ژʹདྷͯͳ͍
    w ͜ͷล͕ղܾ͞ΕͨΒ͍͍ײ͡ʹϚϧνΞΧ΢ϯτͷ؅ཧ͕
    ָʹͳΔ͔΋
    w ͔͠͠ͳ͕Βɺݱঢ়Ͱ΋ಉ͡Α͏ͳ͜ͱ͸0SHBOJ[BUJPOT
    Λར༻͠ͳͯ͘΋Ͱ͖ΔͷͰࢀߟʹ͍ͯ͘͠

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  138. "84؀ڥͷ؂ࠪ

    w "84͸ΦϯϓϨϛεͱൺ΂ͯ৽͍͠ཁૉ͕୔ࢁ
    w ࣾ಺ͷ؂ࠪΛߦ͏෦ॺ େاۀʹ͔͠ແ͍͔΋͚ͩͲ

    ͸ݹ͍νΣοΫγʔτͷ··ɺݹ͍ߟ͑ํ ϙϦγʔ

    ͷ··Ͱ͸ਖ਼ৗʹ؂ࠪͰ͖ͳ͍
    w "84Λར༻͍ͯ͠Δ෦ॺͰઆ໌͢Ε͹0,͸؂ࠪ
    ͍ͯ͠ͳ͍ͷͱಉ͡
    w ؂ࠪ෦໳΋Ϋϥ΢υδϟʔχʔΛ୧͍ͬͯ͘ඞཁ͕͋
    Δ

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  139. "84؀ڥͳΒ؂ࠪ΋ਐԽͰ͖Δ

    w ؾ͕ॏ͍͔΋͠Εͳ͍͕ɺ࣮͸͍͢͝ϝϦοτ͕͋Δ
    w "84؀ڥ͸"1*Λۦ࢖ͯ͠؂͕ࠪͰ͖Δ
    w ίϯϓϥΠΞϯεཁ݅Λ৑௕ͰղऍʹΑͬͯϒϨ͕େ
    ͖͍จষͰఆٛ͢ΔͷͰ͸ͳ͘ɺίʔυͰఆٛͰ͖Δ
    w ΑΓ໌֬ͳίϯϓϥΠΞϯεཁ݅ͱͳΔ
    w $PNQMJBODFBT$PEF $B$
    ͱݺͿ

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  140. ͋ΘͤͯಡΈ͍ͨ

    :PVSpSTUDPNQMJBODFBTDPEF(3$3
    "84SF*OGPSDF
    SF*OGPSDFͰߦΘΕͨ$B$ηογϣϯ
    IUUQTXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFTZPVSpSTUDPNQMJBODFBTDPEFHSDSBXTSFJOGPSDF

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  141. ͋Θͤͯݟ͍ͨ

    "84SF*OGPSDF$MPVE$POUSPM'JUOFTT
    (3$

    ͜Ε͔Β"84؀ڥͷ(3$Λ΍͍ͬͯ͘ΤϯτϦʔ޲͚
    ηογϣϯ
    IUUQTXXXZPVUVCFDPNXBUDI WQ,EBEE

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  142. ͋ΘͤͯಡΈ͍ͨ

    w SF*OGPSDFͷ஫໨ηογϣϯಈըҰཡ
    w δϟϯϧ
    w 4FDVSJUZ%FFQ%JWFMFBEFSTIJQTFTTJPO
    w 'PVOEBUJPOBM4FDVSJUZMFBEFSTIJQTFTTJPO
    w (PWFSOBODF 3JTL$PNQMJBODF
    MFBEFSTIJQTFTTJPO
    w "TQJSBUJPOBM4FDVSJUZMFBEFSTIJQTFTTJPO
    w IUUQTBXTBNB[PODPNKQCMPHTTFDVSJUZSFJOGPSDFXSBQVQBOETFTTJPOMJOLT

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  143. தڃ·ͱΊ

    w ൃݟత౷੍ΠϯγσϯτϨεϙϯεͷମ੍Λ࡞ͬͯͳ
    ʹ͔ى͖ͯ΋େৎ෉ͳΑ͏ʹ͢Δ
    w ೔ࠒ͔Β܇࿅͢Δ
    w (3$ͷ؍఺͸͘͢͝େࣄ
    w ηΩϡϦςΟ͸ҰਓͰ΍Δ΋ͷͰ͸ͳ͍ͷͰΈΜͳר
    ͖ࠐΉ
    w ؂ࠪ΋ࣗಈԽͰ͖Δʂ
    w ߈ΊͷηΩϡϦςΟΛ࣮ફ͍ͯ͘͠

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  144. શମ·ͱΊ

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  145. ࿩ͨ͠಺༰

    w શൠ
    w ήʔτ͔ΒΨʔυϨʔϧ΁
    w ͢΂ͯͷਓ͕#VJMEFST
    w ࢀߟʹͳΔυΩϡϝϯτΛ࢖ͬͯࣗ෼ͨͪʹԠ༻
    w ॳڃ
    w "84͸͖ͪΜͱ֮͑ͭͭ04ΞϓϦ͸ैདྷͲ͓ΓЋ
    w ӡ༻ઃܭʂ
    w தڃ
    w ൃݟత౷੍*3ͷମ੍࡞Δ
    w (3$Λҙࣝ͢Δ

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  146. ߦಈʹҠͤΔΑ͏ʹ

    w ໢ཏతʹ৭Μͳཁૉʹ৮Ε·͕ͨ͠ؾʹͳΔ΋ͷ͸͋
    Γ·͔ͨ͠ʁ
    w ٕज़తͳ࿩͔Β૊৫࿦·Ͱ࣋ͪग़ͯ͠Έ·ͨ͠
    w ҰͭͰ΋ଟ࣋ͬͯ͘ؼ࣮ͬͯફ͍ͯͩ͘͠͞
    w ࢿྉ͸ެ։͞Ε͍ͯΔͷͰ׆༻͍ͯͩ͘͠͞
    w ࣗ෼ͷྖҬ͚ͩ͡Όͳͯ͘पΓΛר͖ࠐΜͰ߈Ί͍ͯ
    ͖·͠ΐ͏

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  147. ఻͍͑ͨϝοηʔδ

    ߈ΊͷηΩϡϦςΟΛ
    ࣮ફ͍ͯ͜͠͏

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  148. ิ଍

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  149. ֤छ৘ใऩू

    w #MBDL#FMU
    w IUUQTBXTBNB[PODPNKQBXTKQJOUSPEVDUJPO
    w "844FDVSJUZ#MPH
    w IUUQTBXTBNB[PODPNKQCMPHTTFDVSJUZ
    w "84%FWFMPQFS'PSVNT4FDVSJUZ$BUFHPSZ
    344
    w IUUQTEFWDMBTTNFUIPEKQDMPVEBXTBXTSTTGFFET
    w "-"4 "NB[PO-JOVY4FDVSJUZ$FOUFS

    w IUUQTBMBTBXTBNB[PODPN

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  150. ֤छ৘ใऩू

    w SF*OWFOUSF*OGPSDF
    w "84࠷େͷΠϕϯτ࠷େͷηΩϡϦςΟΠϕϯτ
    w ݱ஍ࢀՃ͸ಛʹܹࢗతʂ
    w +"846( ೔ຊͷ"84Ϣʔβʔάϧʔϓ

    w IUUQTKBXTVHKQ
    w 4FDVSJUZ+"84 ηΩϡϦςΟಛԽͷࢧ෦

    w IUUQTTKBXTEPPSLFFQFSKQ
    w +"84%":4 ೥ʹҰ౓ͷ+"84࠷େΠϕϯτ

    w IUUQTKBXTEBZTKBXTVHKQ

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  151. View Slide