Security-JAWS#25の登壇スライドです。 https://s-jaws.doorkeeper.jp/events/137234 →登壇動画：https://youtu.be/QFIadED_R_o?t=4248
ɹ"84-BNCEBʹ͓͚ΔɹɹɹɹɹɹηΩϡϦςΟϦεΫͱରࡦגࣜձࣾ'MBUU4FDVSJUZԬ༏ଠ:VUB.PSJPLB !TDHBKHF4FDVSJUZ+"844FTTJPO
View Slide
○ ࢯ໊○ Ԭ༏ଠ:VUB.PSJPLB○ 4/4○ NPSJPLB !TDHBKHF○ ॴଐ○ גࣜձࣾ'MBUU4FDVSJUZ○ ϓϩϑΣογϣφϧαʔϏεࣄۀ෦○ ใՊֶઐֶߍ○ ใηΩϡϦςΟֶՊࣗݾհTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF
גࣜձࣾ'MBUU4FDVSJUZͷհ։ൃऀͷͨΊͷ࣍ੈηΩϡϦςΟαʔϏεΛಧ͚ੈքதͷϓϩμΫτ։ൃΛՃ͢ΔηΩϡϦςΟஅɺηΩϡΞίʔσΟϯάڭҭɺαϓϥΠνΣʔϯηΩϡϦςΟͱ͍ͬͨྖҬͰɺಛʹΠϯϋεͷ։ൃऀͷ՝Λղܾ͢ΔΑ͏ͳαʔϏεΛఏڙTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF
גࣜձࣾ'MBUU4FDVSJUZͷհϓϩϑΣογϣφϧαʔϏεࣄۀ෦ηΩϡϦςΟஅ8FC .PCJMF *P5͔Β"84 ($1 "[VSF 'JSFCBTFͱ͍ͬͨ$MPVEڥ·Ͱ෯͘੬ऑੑ͕ͳ͍͔ௐ࣮ࠪࡍʹ߈ܸίʔυͷमਖ਼Λߦ͏ԋशʹΑΓɺ8FCΞϓϦέʔγϣϯͷηΩϡΞίʔσΟϯάΛֶͿIUUQTGMBUUUFDIBTTFTTNFOUEFUBJM IUUQTGMBUUUFDILFOSPιϑτΣΞαϓϥΠνΣʔϯʹؔ࿈͢ΔηΩϡϦςΟ্ͷൃݟ͔Βमਖ਼·ͰΛɺࣗಈతʹαϙʔτ͢ΔηΩϡϦςΟϓϥοτϑΥʔϜIUUQTTIJTIPEFWKQηΩϡϦςΟϓϩμΫτࣄۀ෦TFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF
ࠓճͷ༰
ࠓճͷ༰TFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHFIUUQTCMPHGMBUUUFDIFOUSZMBNCEB@BOE@TFSWFSMFTT@TFDVSJUZIUUQTCMPHGMBUUUFDIFOUSZMBNCEB@MJCSBSZ@TFDVSJUZ
1.αʔόʔϨεͷηΩϡϦςΟϦεΫ2."84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸ3."84-BNCEBͷηΩϡϦςΟϦεΫ4."84-BNCEBͷηΩϡϦςΟରࡦ5.·ͱΊ֓ཁTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF
αʔόʔϨεͷηΩϡϦςΟϦεΫ
αʔόʔϨε 4FSWFSMFTTͷఆٛTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF1. 'BB4 'VODUJPOBTB4FSWJDF1. ؔ୯ҐͰσϓϩΠ࣮ߦ͕Ͱ͖ΔαʔϏε1. "84-BNCEB (PPHMF$MPVE'VODUJPOT "[VSF'VODUJPOT2. #BB4 #BDLFOEBTB4FSWJDF1. ೝূ%#ͳͲͷΞϓϦέʔγϣϯ͕ඞཁͱ͢Δػೳ͕"1*Λ௨ͯ͡ར༻Ͱ͖ΔαʔϏε1. "NB[PO$PHOJUP 'JSFCBTF "VUI2. "NB[PO%ZOBNP%# (PPHMF#JH2VFSZ "[VSF$PTNPT%#$/$' $MPVE/BUJWF$PNQVUJOH'PVOEBUJPOʹΑΔఆٛ$/$'4FSWFSMFTT8IJUFQBQFSWIUUQTHJUIVCDPNDODGXHTFSWFSMFTTUSFFNBTUFSXIJUFQBQFSTTFSWFSMFTTPWFSWJFX
ηΩϡϦςΟϦεΫͷछྨ 4FSWFSMFTTTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHFαʔόʔϨεͷओͳηΩϡϦςΟϦεΫ○ ར༻͢ΔαʔϏεͷઃఆෆඋʹΑΔϦεΫ○ ઃఆෆඋʹΑΔతͳ߈ܸ○ ઃఆෆඋʹΑΔؒతͳ߈ܸ○ ΞϓϦέʔγϣϯͷ੬ऑੑʹΑΔϦεΫ○ ։ൃͨ͠ΞϓϦέʔγϣϯͷ߈ܸ○ ར༻͢ΔϥΠϒϥϦͷ߈ܸ
08"414FSWFSMFTT5PQTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHFαʔόʔϨεΞϓϦέʔγϣϯؚ͕Έ͏ΔॏେͳηΩϡϦςΟϦεΫ5PQΠϯδΣΫγϣϯ *OKFDUJPOೝূͷෆඋػີσʔλͷެ։9.-֎෦ΤϯςΟςΟ 99&ΞΫηε੍ޚͷෆඋηΩϡϦςΟͷઃఆϛε$SPTT4JUF4DSJQUJOH 944҆શͰͳ͍σγϦΞϥΠθʔγϣϯʢ*OTFDVSF%FTFSJBMJ[BUJPOʣطͷ੬ऑੑΛ࣋ͭίϯϙʔωϯτͷ༻ෆेͳϩΪϯάͱϞχλϦϯά08"414FSWFSMFTT5PQIUUQTHJUIVCDPN08"414FSWFSMFTT5PQ1SPKFDU
$4" $MPVE4FDVSJUZ"MMJBODFTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHFαʔόʔϨεΞϓϦέʔγϣϯͷ࠷ॏେͳͷϦεΫIUUQTDMPVETFDVSJUZBMMJBODFPSHCMPHDSJUJDBMSJTLTTFSWFSMFTTBQQMJDBUJPOTؔΠϕϯτɾσʔλΠϯδΣΫγϣϯೝূͷෆඋηΩϡΞͰͳ͍αʔόʔϨεɾσϓϩΠͷߏؔͷաܹͳݖݶͱׂͷ༩ෆదͳػೳͷϞχλϦϯάͱϩΪϯάηΩϡΞͰͳ͍αʔυύʔςΟґଘηΩϡΞͰͳ͍ΞϓϦέʔγϣϯͷൿಗྖҬαʔϏεڋ൱͓ΑͼϦιʔεͷރׇαʔόʔϨεػೳ࣮ߦϑϩʔૢ࡞ෆదͳྫ֎ॲཧͱৄࡉͳΤϥʔϝοηʔδഁյ͞Εͨؔަ࣮ࠩߦσʔλͷӬଓੑ
ηΩϡϦςΟϦεΫͷछྨ 4FSWFSMFTTTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHFαʔόʔϨεͷओͳηΩϡϦςΟϦεΫ 08"414FSWFSMFTT5PQར༻͢ΔαʔϏεͷઃఆෆඋ○ ೝূͷෆඋ○ ػີσʔλͷެ։○ ΞΫηε੍ޚͷෆඋ○ ηΩϡϦςΟͷઃఆϛε○ ෆेͳϩΪϯάͱϞχλϦϯάΞϓϦέʔγϣϯͷ੬ऑੑ○ ΠϯδΣΫγϣϯ *OKFDUJPO○ 9.-֎෦ΤϯςΟςΟ 99&○ $SPTT4JUF4DSJQUJOH 944○ ҆શͰͳ͍σγϦΞϥΠθʔγϣϯʢ*OTFDVSF%FTFSJBMJ[BUJPOʣ○ طͷ੬ऑੑΛ࣋ͭίϯϙʔωϯτͷ༻
ηΩϡϦςΟϦεΫͷछྨ 4FSWFSMFTTTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHFαʔόʔϨεͷओͳηΩϡϦςΟϦεΫ 08"414FSWFSMFTT5PQར༻͢ΔαʔϏεͷઃఆෆඋ○ ೝূͷෆඋ○ ػີσʔλͷެ։○ ΞΫηε੍ޚͷෆඋ○ ηΩϡϦςΟͷઃఆϛε○ ෆेͳϩΪϯάͱϞχλϦϯάΞϓϦέʔγϣϯͷ੬ऑੑ○ ΠϯδΣΫγϣϯ *OKFDUJPO○ 9.-֎෦ΤϯςΟςΟ 99&○ $SPTT4JUF4DSJQUJOH 944○ ҆શͰͳ͍σγϦΞϥΠθʔγϣϯʢ*OTFDVSF%FTFSJBMJ[BUJPOʣ○ طͷ੬ऑੑΛ࣋ͭίϯϙʔωϯτͷ༻ࠓճѻ͏ํ
ηΩϡϦςΟϦεΫͷछྨ 4FSWFSMFTTTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHFαʔόʔϨεͷओͳηΩϡϦςΟϦεΫ 08"414FSWFSMFTT5PQར༻͢ΔαʔϏεͷઃఆෆඋ○ ೝূͷෆඋ○ ػີσʔλͷެ։○ ΞΫηε੍ޚͷෆඋ○ ηΩϡϦςΟͷઃఆϛε○ ෆेͳϩΪϯάͱϞχλϦϯάΞϓϦέʔγϣϯͷ੬ऑੑ○ ΠϯδΣΫγϣϯ *OKFDUJPO○ 9.-֎෦ΤϯςΟςΟ 99&○ $SPTT4JUF4DSJQUJOH 944○ ҆શͰͳ͍σγϦΞϥΠθʔγϣϯʢ*OTFDVSF%FTFSJBMJ[BUJPOʣ○ طͷ੬ऑੑΛ࣋ͭίϯϙʔωϯτͷ༻IUUQTCMPHGMBUUUFDIFOUSZDMPVE@TFDVSJUZ@BXT@DBTF
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸ
"84-BNCEBTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ "84͕ఏڙ͢ΔΠϕϯτൃੜ࣌ʹίʔυ࣮ߦ͢ΔαʔϏε○ छྨͷϓϩάϥϛϯάݴޠʹରԠ͍ͯ͠Δ○ /PEFKT 1ZUIPO +BWB 3VCZ $ (P 1PXFSTIFMM○ ར༻໘ྫ○ "1*(BUFXBZͱ࿈ܞͯ͠"1*ͱͯ͠׆༻͢Δ○ Ϣʔβʔαʔόʔ͔ΒͷϦΫΤετʹԠͯ͡ॲཧ͢Δ○ 4ʹΦϒδΣΫτ͕Ξοϓϩʔυ͞ΕͨࡍʹΠϕϯτॲཧΛ͢Δ○ %ZOBNP%#ͷσʔλ͕ߋ৽͞ΕͨࡍʹΠϕϯτॲཧΛ͢Δ"84-BNCEB
"84-BNCEBTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ 8FCΞϓϦέʔγϣϯ͔ΒϑΝΠϧը૾͕Ξοϓϩʔυ͞Εɺ4όέοτʹ֨ೲ͢Δ○ ֨ೲ͞ΕͨϑΝΠϧΛ-BNCEB͕ฤूɾղੳ͢Δ○ ֨ೲ͞Εͨը૾Λ-BNCEB͕ฤूɾՃ͢Δ○ 8FCΞϓϦέʔγϣϯ͔ΒͷϦΫΤετͰ-BNCEB͕ಛఆͷॲཧΛߦ͍ɺϨεϙϯεΛฦ͢○ ϦΫΤετʹؚ·ΕΔใΛ-BNCEB͕ղੳͯ͠ɺ%ZOBNP%#ʹ݁ՌΛอଘ͢Δ○ ϦΫΤετʹؚ·ΕΔใΛݩʹ-BNCEB͕ϑΝΠϧ 1%'ੜ͢Δࠓճఆ͢Δ-BNCEBͷ׆༻ྫ
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ 04$PNNBOE*OKFDUJPOɿ$8&○ 9.-&YUFSOBM&OUJUZ 99&ɿ$8&○ *OTFDVSF%FTFSJBMJ[BUJPOɿ$8&○ 4FSWFS4JEF3FRVFTU'PSHFSZ 443'ɿ$8&○ 3FNPUF$PEF&YFDVUJPO 3$&ɿ$8&FUD-BNCEBͷίʔυϞδϡʔϧʹؚ·ΕΔϥΠϒϥϦ͕੬ऑͳ߹
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF-BNCEBͷίʔυϞδϡʔϧʹؚ·ΕΔϥΠϒϥϦ͕੬ऑͳ߹○ 04$PNNBOE*OKFDUJPO○ 08"414FSWFSMFTT5PQɿҐ○ 08"415PQɿҐ○ 9.-&YUFSOBM&OUJUZ 99&○ 08"414FSWFSMFTT5PQɿҐ○ 08"415PQɿҐ○ *OTFDVSF%FTFSJBMJ[BUJPO○ 08"414FSWFSMFTT5PQɿҐ○ 08"415PQɿҐ○ 4FSWFS4JEF3FRVFTU'PSHFSZ 443'○ 08"414FSWFSMFTT5PQɿҐ○ 08"415PQɿҐ
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF-BNCEBʹ༻͢ΔϥΠϒϥϦࣗମͷηΩϡϦςΟϦεΫ○ 08"414FSWFSMFTT5PQ○ Ґɿطͷ੬ऑੑΛ࣋ͭίϯϙʔωϯτͷ༻○ $4"5PQ○ ҐɿηΩϡΞͰͳ͍αʔυύʔςΟґଘ○ 08"415PQ○ Ґɿ੬ऑͰݹ͘ͳͬͨίϯϙʔωϯτ
"84-BNCEBʹ͓͚Δڞ༗ϞσϧTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF"84-BNCEBͷηΩϡϦςΟʹ֓ཁɿIUUQTEBXTTUBUJDDPNTFSWFSMFTTKQ4FDVSJUZ0WFSWJFXPG"84-BNCEB@+1QEG
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ αʔόʔϨεͳ-BNCEBͰηΩϡϦςΟϦεΫଘࡏͦ͠͏○ ΞϓϦέʔγϣϯଆͷ੬ऑੑ○ ੬ऑͳιʔείʔυʹΑΔ○ ੬ऑͳϥΠϒϥϦͷ༻ʹΑΔ○ -BNCEBͷΞϓϦέʔγϣϯ ιʔείʔυ○ ηΩϡϦςΟʹର͢Δʮ͓٬༷ར༻͢Δ։ൃऀʯʹͳΔখ·ͱΊ
"84-BNCEBͷηΩϡϦςΟϦεΫ
"84-BNCEBͷηΩϡϦςΟϦεΫTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF1. -BNCEBͷڥม͔Β*".3PMFͷΫϨσϯγϟϧΛऔಘ͞ΕΔ2. -BNCEBͷιʔείʔυ͔ΒϋʔυίʔσΟϯά͞ΕͨΫϨσϯγϟϧΛऔಘ͞ΕΔ3. -BNCEB3VOUJNF"1*ͳͲͷ෦"1*ʹΞΫηε͢Δ͜ͱʹΑΓػඍͳใΛऔಘ͞ΕΔ-BNCEBͰى͜Γ͏Δ੬ऑੑ߈ܸʹΑΔओͳϦεΫ
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸྫTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF-BNCEB*".3PMFͷΫϨσϯγϟϧΛ-BNCEB্ͷڥมʹ֨ೲ͢Δ○ *".3PMF "84-BNCEB࣮ߦϩʔϧ○ "84αʔϏεϦιʔεʹରͯ͠ૢ࡞ݖݶΛ༩ͨ͠ͷ○ -BNCEB͕ؔଞͷ"84αʔϏε 4%ZOBNP%#ͳͲʹΞΫηεͯ͠ૢ࡞͢Δ߹ɺ-BNCEBʹඞཁͳݖݶΛ*".3PMFͰ༩͢Δ߈ܸऀ͕ೖख͢Δ͜ͱͰ༩͞Ε͍ͯΔݖݶΛࣗ༝ʹѱ༻Ͱ͖Δ-BNCEBͷڥม͔Β*".3PMFͷΫϨσϯγϟϧΛऔಘ͞ΕΔ
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸྫTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ 04$PNNBOE*OKFDUJPO○ ҙͷίϚϯυΛ-BNCEB্Ͱ࣮ߦͤͯ͞औಘ͢Δ○ 9.-&YUFSOBM&OUJUZ 99&○ lQSPDTFMGFOWJSPOzΛಡΈࠐ·ͤͯऔಘ͢Δ○ *OTFDVSF%FTFSJBMJ[BUJPO○ ҙίʔυ࣮ߦ 3$&ʹΑͬͯऔಘ͢Δ○ 4FSWFS4JEF3FRVFTU'PSHFSZ 443'○ File schemaͰ“QSPDTFMGFOWJSPOzΛಡΈࠐ·ͤͯऔಘ͢Δ-BNCEBͷڥม͔Β*".3PMFͷΫϨσϯγϟϧΛऔಘ͞ΕΔ
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸྫTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHFڥมͷIAM Role○ AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, AWS_SESSION_TOKEN-BNCEBͷڥม͔Β*".3PMFͷΫϨσϯγϟϧΛऔಘ͞ΕΔ
"84-BNCEBͷηΩϡϦςΟϦεΫTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ ೖखͨ͠*".3PMF͕࣋ͭΞΫηεݖݶΛ༻ͯ͠ɺଞͷ"84αʔϏεϦιʔεΛෆਖ਼ૢ࡞Ͱ͖Δ○ ྫػີੑͷߴ͍σʔλϕʔεετϨʔδͷಡΈऔΓॻ͖ࠐΈ○ *".3PMFͷಛݖঢ֨○ -BNCEB্ͰԾ௨՟ϚΠχϯάFUDʮใ࿙Ӯɾվ͟Μʯʮݖݶঢ֨ʯʮଟֹͷٻʯ͕ൃੜ͢ΔՄೳੑ͕͋Δ-BNCEBͰͷ੬ऑੑ߈ܸ͕ޭ͢Δ͜ͱʹΑΔߋͳΔϦεΫ
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸྫTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF-BNCEBͷιʔείʔεʹϋʔυίʔσΟϯά͞ΕΔΫϨσϯγϟϧྫ○ "1*,FZ○ %#ͷೝূใ○ ॻ͖ࠐΈઌͷ4όέοτ໊ɹɹɹɹFUD߈ܸऀ͕ೖख͢Δ͜ͱͰѱ༻͞ΕɺߋͳΔϦεΫʹܨ͕ΔՄೳੑ͋Γ-BNCEBͷιʔείʔυ͔ΒɹɹɹɹɹɹϋʔυίʔσΟϯά͞ΕͨΫϨσϯγϟϧΛऔಘ͞ΕΔ
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸྫTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ 04$PNNBOE*OKFDUJPO○ ҙͷίϚϯυΛ-BNCEB্Ͱ࣮ߦͤͯ͞औಘ͢Δ○ 9.-&YUFSOBM&OUJUZ 99&○ lWBSUBTLIBOEMFSQZzͳͲΛಡΈࠐ·ͤͯऔಘ͢Δ○ *OTFDVSF%FTFSJBMJ[BUJPO○ ҙίʔυ࣮ߦ 3$&ʹΑͬͯऔಘ͢Δ○ 4FSWFS4JEF3FRVFTU'PSHFSZ 443'○ File schemaͰ“WBSUBTLIBOEMFSQZzͳͲΛಡΈࠐ·ͤͯऔಘ͢Δ-BNCEBͷιʔείʔυ͔ΒɹɹɹɹɹɹϋʔυίʔσΟϯά͞ΕͨΫϨσϯγϟϧΛऔಘ͞ΕΔ
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸྫTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF-BNCEB3VOUJNF"1*○ -BNCEBؔͷ෦"1*ͷҰͭ○ -BNCEBͷݺͼग़͠ΠϕϯτΛड͚औΔ○ ϨεϙϯεσʔλΛ-BNCEBͷ࣮ߦڥʹૹΓฦ͢○ -BNCEBؔʹ͞ΕΔΠϕϯτσʔλΛฦ͢ɹɹɹɹɹɹɹɹϨεϙϯεʹػඍͳใؚ͕·Ε͍ͯΔՄೳੑ͕͋ΔIUUQTEPDTBXTBNB[PODPNKB@KQMBNCEBMBUFTUEHSVOUJNFTBQJIUNM-BNCEB3VOUJNF"1*ʹΞΫηε͢Δ͜ͱʹΑΓػඍͳใΛऔಘ͞ΕΔ
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸྫTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHFIUUQTEPDTBXTBNB[PODPNKB@KQMBNCEBMBUFTUEHSVOUJNFTBQJIUNM-BNCEB3VOUJNF"1*ʹΞΫηε͢Δ͜ͱʹΑΓػඍͳใΛऔಘ͞ΕΔᶃSFRVFTU○ 4FSWFS4JEF3FRVFTU'PSHFSZ 443'○ d VSMIUUQMPDBMIPTUSVOUJNFJOWPDBUJPOOFYU
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸྫTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHFIUUQTEPDTBXTBNB[PODPNKB@KQMBNCEBMBUFTUEHSVOUJNFTBQJIUNM-BNCEB3VOUJNF"1*ʹΞΫηε͢Δ͜ͱʹΑΓػඍͳใΛऔಘ͞ΕΔ○ 4FSWFS4JEF3FRVFTU'PSHFSZ 443'○ d VSMIUUQMPDBMIPTUSVOUJNFJOWPDBUJPOOFYUᶅSFTQPOTF ΠϕϯτσʔλᶄSFRVFTU
"84-BNCEBͰߟ͑ΒΕΔ੬ऑੑ߈ܸྫTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHFIUUQTEPDTBXTBNB[PODPNKB@KQMBNCEBMBUFTUEHSVOUJNFTBQJIUNM-BNCEB3VOUJNF"1*ʹΞΫηε͢Δ͜ͱʹΑΓػඍͳใΛऔಘ͞ΕΔ○ 4FSWFS4JEF3FRVFTU'PSHFSZ 443'○ d VSMIUUQMPDBMIPTUSVOUJNFJOWPDBUJPOOFYUɹɹɹɹɹɹɹɹϨεϙϯεʹػඍͳใؚ͕·Ε͍ͯΔՄೳੑ͕͋ΔᶅSFTQPOTF Πϕϯτσʔλ
"84-BNCEBͷηΩϡϦςΟϦεΫTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ αʔόʔϨεͳ-BNCEBͰηΩϡϦςΟϦεΫଘࡏ͢Δ○ -BNECBʹ༩͞Ε͍ͯΔ*".3PMFͷΫϨσϯγϟϧͷ࿙Ӯ○ ϋʔυίʔσΟϯά͞ΕͨΫϨσϯγϟϧͷ࿙Ӯ○ "1*,FZ %#ͷೝূใͳͲ○ -BNCEB3VOUJNF"1*͔Βػඍͳใͷ࿙Ӯ○ ΫϨσϯγϟϧͷ࿙ӮʹΑΓෆਖ਼ʹ"84ϦιʔεͷΞΫηε͕Մೳ○ ػඍͳใΛؚΉ4%ZOBNP%#ͳͲখ·ͱΊ
"84-BNCEBͷηΩϡϦςΟରࡦ
"84-BNCEBͷηΩϡϦςΟରࡦTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ ΞϓϦέʔγϣϯ○ ιʔείʔυ ϥΠϒϥϦ○ *".3PMF ݖݶ○ ͦͷଞ○ ݕূ ϞχλϦϯά ࠪ○ -BNCEB'VODUJPO63-T-BNCEBʹ͓͚ΔओͳηΩϡϦςΟରࡦ
"84-BNCEBͷηΩϡϦςΟରࡦTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ ηΩϡϦςΟతʹ҆શͳιʔείʔυΛ࣮͢Δ ηΩϡΞίʔσΟϯά○ ೖྗͷݕূαχλΠζΛߦ͏○ ҆શͳσγϦΞϥΠζΛߦ͏FUD○ ίʔυͰ༻͢ΔΫϨσϯγϟϧʹ"844FDSFU.BOBHFSΛ׆༻͢Δ○ ϋʔυίʔσΟϯάʹ͓͚Δରࡦ○ HJUTFDSFUɿIUUQTHJUIVCDPNTPCPMFWOHJUTFDSFU○ HJUMFBLTɿIUUQTHJUIVCDPN[SJDFUIF[BWHJUMFBLT-BNCEBͷΞϓϦέʔγϣϯʹର͢Δରࡦ
"84-BNCEBͷηΩϡϦςΟରࡦTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF"844FDSFU.BOBHFS○ %#ೝূใ"1*,FZͳͲͷγʔΫϨοτใΛཧɾऔಘͰ͖ΔαʔϏε○ 4FDSFU.BOBHFSͷηΩϡϦςΟϕετϓϥΫςΟε○ 4FDSFU.BOBHFSΛ༻ͯ͠-BNCEBؔʹೝূใΛఏڙ͢Δ"844FDSFU.BOBHFSIUUQTEPDTBXTBNB[PODPNKB@KQTFDSFUTNBOBHFSMBUFTUVTFSHVJEFCFTUQSBDUJDFTIUNM
"84-BNCEBͷηΩϡϦςΟରࡦTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ ϞδϡʔϧʹؚΊΔϥΠϒϥϦ͕ηΩϡΞͳͷΛ༻͢Δ○ ࠷৽ͷόʔδϣϯ○ ৴པͰ͖ΔϥΠϒϥϦ○ ະ༻ͷґଘؔͷআ○ ύοέʔδཧπʔϧͷ׆༻○ OQN 1Z1*○ "84-BNCEB-BZFSTΛ׆༻ͯ͠ಉҰϥΠϒϥϦΛཧ͢Δ-BNCEBͷΞϓϦέʔγϣϯʹର͢Δରࡦ
"84-BNCEBͷηΩϡϦςΟରࡦTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF"84-BNCEB-BZFST○ ෳͷ-BNCEBؔͰ֎෦ϥΠϒϥϦͳͲΛڞ༗Ͱ͖ΔΈ○ ϝϦοτ○ ґଘؔΛύοέʔδԽͯ͠ҰׅཧͰ͖Δ○ मਖ਼͢Δ߹ʹख͕ؒল͚Δ○ ίʔυͷڞ༗ͱͷΛଅਐ͠ɺϏδωεϩδοΫͷهड़ΛΑΓਝʹ܁Γฦ͢͜ͱ͕Ͱ͖Δ"84-BNCEB-BZFSTIUUQTEPDTBXTBNB[PODPNKB@KQMBNCEBMBUFTUEHDPOGJHVSBUJPOMBZFSTIUNM
"84-BNCEBͷηΩϡϦςΟରࡦTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ -BNCEBʹ༩͢Δ*".3PMFʮ࠷খݶͷݖݶʯʹઃఆ͢Δ○ *".ͰͷηΩϡϦςΟͷϕετϓϥΫςΟε○ IUUQTEPDTBXTBNB[PODPNKB@KQ*".MBUFTU6TFS(VJEFCFTUQSBDUJDFTIUNM○ ࠷খݖݶ࣮ݱͷεςοϓΞϓϩʔν○ IUUQTBXTBNB[PODPNKQCMPHTOFXTTZTUFNBUJDBQQSPBDIGPSMFBTUQSJWJMFHFTKQ-BNCEBͷ*".3PMF ݖݶ
"84-BNCEBͷηΩϡϦςΟରࡦTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ -BNCEBͷίʔυʹରͯ͠σϓϩΠ࣌ʹίʔυॺ໊ΛݕূͰ͖Δػೳ○ ϝϦοτ○ վ᜵͞Εͨίʔυ৴པੑͷͳ͍ઌ͔ΒͷσϓϩΠΛݕূͰ͖Δ○ νΣοΫ߲○ ߹ੑ ༗ޮظݶ ෆҰக ࣦޮ○ ݕূͰνΣοΫ͕ࣦഊͨ͠߹ͷΞΫγϣϯ○ ܯࠂ ڧ੍ ϒϩοΫ-BNCEBͷίʔυॺ໊IUUQTEPDTBXTBNB[PODPNKB@KQMBNCEBMBUFTUEHDPOGJHVSBUJPODPEFTJHOJOHIUNM
"84-BNCEBͷηΩϡϦςΟରࡦTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ "NB[PO$MPVE8BUDI○ "84$MPVE5SBJM○ "8493BZ○ "84$POGJH"84-BNCEBʹ͓͚ΔओͳϞχλϦϯάࠪ
"84-BNCEBͷηΩϡϦςΟରࡦTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ "NB[PO$MPVE8BUDI○ -BNCEBͷϦΫΤετʹؔ͢ΔϝτϦΫεΛऩू͠ݕͰ͖Δ○ "84$MPVE5SBJM○ -BNCEBͷ࣮ߦه༩͞Ε͍ͯΔ*".3PMFͷಈ࡞ΛهͰ͖Δ○ "8493BZ○ -BNCEBͷੳσόοάΛ͢Δ͜ͱͰύϑΥʔϚϯεΛଌΕΔ○ "84$POGJH○ -BNCEBͷઃఆมߋཤྺΛཧ͠ɺධՁΛ͢Δ͜ͱ͕Ͱ͖Δ"84-BNCEBʹ͓͚ΔओͳϞχλϦϯάࠪ
"84-BNCEBͷηΩϡϦςΟରࡦTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ -BNCEBʹ)5514ΤϯυϙΠϯτΛՃ͢Δ͜ͱͰ)5514ܦ༝Ͱ࣮ߦ͢Δ͜ͱ͕Ͱ͖Δ৽ػೳ "1*(BUFXBZͳ͠Ͱ63-Λ࣋ͨͤΔ͜ͱ͕Մೳ○ ೝূλΠϓ○ "84*". /0/& ೝূͳ͠ύϒϦοΫ○ ߟ͑ΒΕΔϦεΫ○ ҙਤ͠ͳ͍ΤϯυϙΠϯτͷެ։ɾ์ஔ○ όοΫυΞͱͯ͠ͷѱ༻○ ରࡦ○ *".ೝূΛ༻͢Δ-BNCEB'VODUJPO63-TIUUQTBXTBNB[PODPNKQBCPVUBXTXIBUTOFXBXTMBNCEBGVODUJPOVSMTCVJMUJOIUUQTFOEQPJOUT
"84-BNCEBͷηΩϡϦςΟରࡦTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ -BNCEB○ ηΩϡΞίʔσΟϯά ιʔείʔυ ϥΠϒϥϦ○ "844FDSFU.BOBHFS "84-BNCEB-BZFST ίʔυॺ໊○ *".3PMF○ ࠷খݶͷݖݶ○ ͦͷଞ○ "NB[PO$MPVE8BUDI "84$MPVE5SBJM "8493BZ "84$POGJHখ·ͱΊ
·ͱΊ
"84-BNCEBʹ͓͚ΔɹɹɹɹɹɹηΩϡϦςΟϦεΫͱରࡦTFDKBXTɹ"84-BNCEBʹ͓͚ΔηΩϡϦςΟϦεΫͱରࡦɹ!TDHBKHF○ αʔόʔϨεͳ-BNCEBͰηΩϡϦςΟϦεΫଘࡏ͢Δ○ *".3PMFͳͲͷΫϨσϯγϟϧͷ࿙Ӯ○ αʔόʔϨεͳ-BNCEBʹదͳηΩϡϦςΟରࡦɾӡ༻Λߦ͏○ ΞϓϦέʔγϣϯଆ ιʔείʔυ ϥΠϒϥϦ○ ηΩϡΞίʔσΟϯά ੬ऑੑஅηΩϡϦςΟαʔϏεͳͲͷ׆༻○ ݖݶઃఆ *".3PMF○ ࠷খݶͷݖݶ○ ϞχλϦϯάࠪ○ ެࣜϕετϓϥΫςΟεͷ׆༻·ͱΊ
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠
scgajge12
kazukihayase
minorun365
kei_s
yoshidashingo
murachiakira
optimisuke
yokawasa
line_developers_tw
sinsoku
oldbigbuddha
takanorip
coconala_engineer
chrislema
trishagee
akmur
thoeni
myddelton
chriscoyier
iamctodd
addyosmani
searls
mza
samanthasiow