Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
researchconf-cybozu-2022-05-28
Search
齋藤雄太
May 30, 2022
Research
2.4k
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
researchconf-cybozu-2022-05-28
齋藤雄太
May 30, 2022
Other Decks in Research
See All in Research
20260624 NLP colloquium: 単一のhubテキストがCLIPを壊す:hubnessによる埋め込みの脆弱性特定
de9uch1
2
270
CDCL を用いた MILP の厳密解法
imai448
0
260
PHTalks Bengaluru - SSRF When All Else Fails
dk999
0
1.2k
XDPerf: A High-Performance Traffic Generator Built with WASM and eBPF
takehaya
1
300
Cross-Media Human-Information Interaction
signer
PRO
0
240
IA for theory
gpeyre
1
430
論文紹介:Doc-to-LoRA: Learning to Instantly Internalize Contexts
yukako_nakano
0
170
Spatial Active Noise Control Based onSound Field Interpolation Incorporating Physical Constraints
skoyamalab
0
190
ros2-perf-multihost: Automated Coordination Framework for Objective Architecture Evaluation in Distributed Systems
takasehideki
0
100
最先端NLP勉強会2026 論文紹介:Reasoning with Sampling: Your Base Model is Smarter Than You Think (ICLR 2026 paper)
kogoro
4
620
[WebDB2026]セレンディピティ指向推薦システム再考 ―セレンディピティの原義・類型・発生過程に基づく設計指針―
recsyslab
PRO
0
110
[最先端NLP勉強会2026] Checklists Are Better Than Reward Models For Aligning Language Models
nzw0301
1
310
Featured
See All Featured
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
50
10k
How to Talk to Developers About Accessibility
jct
2
550
Unsuck your backbone
ammeep
672
58k
Producing Creativity
orderedlist
PRO
348
41k
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
32
4.8k
Why Mistakes Are the Best Teachers: Turning Failure into a Pathway for Growth
auna
0
290
The Curse of the Amulet
leimatthew05
3
15k
The Organizational Zoo: Understanding Human Behavior Agility Through Metaphoric Constructive Conversations (based on the works of Arthur Shelley, Ph.D)
kimpetersen
PRO
0
460
HTML-Aware ERB: The Path to Reactive Rendering @ RubyCon 2026, Rimini, Italy
marcoroth
5
680
Evolution of real-time – Irina Nazarova, EuRuKo, 2024
irinanazarova
9
1.6k
Building an army of robots
kneath
307
46k
Paper Plane (Part 1)
katiecoart
PRO
2
11k
Transcript
αΠϘζʹ͓͚Δ 69ϦαʔνºΧελϚʔαΫηε ͷऔΓΈ
IPHFIPHF ᜊ౻༤ଠ LJOUPOF։ൃνʔϜ69Ϧαʔνϟʔ ݄ɺαΠϘζʹ69Ϧαʔνϟʔ ͱͯ͠ΩϟϦΞೖࣾɻ ݱࡏLJOUPOF։ൃνʔϜͰ׆ಈɻLJOUPOF ͷϢʔβʔମݧΛΑΓྑ͘͢ΔͨΊͷ༷ʑͳ ϦαʔνΛߦ͏ɻ αΠτϢλ
αΠϘζגࣜձࣾ !TBUPZVUPTB
IPHFIPHF ϦαʔνʹऔΓΜͰ͍Δਓ ͜Ε͔ΒऔΓΈ͍ͨਓ ࣾίϥϘʹΑΔϦαʔνͷϝϦοτ Λͬͯ΄͍͠ʂ ʹɺ
IPHFIPHF αΠϘζͷཧ೦ʮνʔϜϫʔΫ͋;ΕΔࣾձΛΔʯ͜ͱɻ ࢲͨͪͦͷཧ೦ʹԊͬͯɺνʔϜϫʔΫΛࢧ͑ΔιϑτΣΞΛఏڙ͍ͯ͠·͢ɻ νʔϜϫʔΫ͋;ΕΔࣾձΛΔ ओྗ
IPHFIPHF υ ϥ ο ά ˍ υ ϩ ο
ϓ Ͱ ؆ ୯ ࡞ ϓϩάϥϛϯάˍ ઐࣝ ͕ඞཁ ैདྷͷۀγεςϜ LJOUPOF ۀγεςϜ͕ϊʔίʔυͰ࡞ΕΔαʔϏε
IPHFIPHF αΠϘζͷ69Ϧαʔνϟʔ͕ ײ͍ͯͨ͡՝ w LJOUPOFΛ͡ΊɺαΠϘζͷͯ͢#UP#ͷαʔϏε w #UP#ϓϩμΫτͷར༻ऀମݧଟ͘ͷొਓɺଟ༷ͳར༻γʔϯͰ ߏ͞ΕΔͨΊɺ։ൃݱ͔Βz͓٬༷ͷإz͕ݟ͑ʹ͘͘ͳΓ͕ͪ ϢʔβʔͷੜͷΛฉ͘ػձΛ૿͍ͨ͠
IPHFIPHF LJOUPOF αΠτ αΠϘζͷ ୲ऀ ൢചཧళ ΧελϚΠζ։ൃ Λߦ͏ձࣾ ߪങ୲ऀ
γεςϜཧऀ ෦୲ऀ Ϛωʔδϟʔ ۀϦʔμʔ ैۀһ ۀϦʔμʔ ैۀһ ैۀһ ैۀһ ैۀһ ैۀһ ߪങ ϑΣʔζ ར༻ ϑΣʔζ
IPHFIPHF 69ϦαʔνºΧελϚʔαΫηε औΓΈʹࢸ͖͔͚ͬͨͬ
IPHFIPHF LJOUPOFΧελϚʔαΫηενʔϜͱʁ w LJOUPOF͝ܖޙͷ͓٬༷ͷ׆༻ఆணΛࢧԉ͢ΔνʔϜ w ओʹΦϯϥΠϯͰͷίϛϡχέʔγϣϯΛ௨ͯ͠ɺ͍ํͷαϙʔτ ސ٬ۀͷ׆༻ఏҊΛߦ͍ͬͯΔ w ༷ʑͳར༻༻్ͷ͋ΔLJOUPOFʹͱͬͯɺΧελϚʔαΫηεސ٬৫
ͷεϜʔζͳఆணʹͱͬͯॏཁ
IPHFIPHF ΧελϚʔຊ෦ ։ൃͱผຊ෦ʹॴଐ ։ൃຊ෦ ར༻ऀͷ׆༻ଅਐΛ୲͏ຊ෦ αΠϘζͷ։ൃΛ୲͏ຊ෦ 69Ϧαʔνϟʔ ΧελϚʔαΫηε 1E.ɺΤϯδχΞɺσβΠφʔ
αϙʔτɺίϛϡχςΟӡӦɺΧελϚ ʔϚʔέςΟϯά
IPHFIPHF ,JOUPOF։ൃνʔϜʹΧελϚʔαΫηε ͷϝϯόʔ͕ମݧೖ෦ʂ αΠϘζʹʮେਓͷମݧೖ෦ʯͱ͍͏ɺ ؾʹͳΔ෦ॺͷࣄΛҰ࣌తʹମݧ͢Δ ΩϟϦΞܗͷ੍͕͋Γ·͢ɻ
IPHFIPHF w ମݧʹདྷͨϝϯόʔҎલ͔ΒʮΧελϚʔαΫηεͷ׆ಈΛվળʹ׆͔ͨ͠ ͍ʯͱߟ͍͕͑ͯͨɺͲͷΑ͏ͳํ๏Ͱߦ͍͍͔͕͑Θ͔Βͳ͔ͬͨ w ͦͷͨΊʹɺҎԼͷΑ͏ͳମݧΛϲ݄࣮ࢪ w 65ͳͲ։ൃຊ෦Ͱߦ͍ͬͯΔϦαʔνख๏ΛֶͿ w
Ϧαʔνͷ݁ՌΛͲ͏696*σβΠϯʹམͱ͠ࠐΜͰ͍Δͷ͔ΛֶͿ ։ൃσβΠϯࢹΛಘΔͨΊʹ
IPHFIPHF ৫Λԣஅͨ͠ίϥϘͷ͖͔͚ͬʹʂ ΧελϚʔຊ෦ ։ൃຊ෦ 69Ϧαʔνϟʔ ΧελϚʔαΫηε 1E.ɺΤϯδχΞɺσβΠφʔͳͲ αϙʔτɺίϛϡχςΟӡӦɺΧελϚ ʔϚʔέςΟϯάͳͲ
IPHFIPHF ͦΕͧΕͷ՝ͱڧΈ ΧελϚʔαΫηε 69Ϧαʔνϟʔ ݱͷϢʔβʔͷ͕ ཉ͍͠ ! ීஈ͔Βސ٬ରԠΛ͍ͯ͠ΔͷͰɺ Ϣʔβʔঢ়گΛѲ͓ͯ͠Γɺؔੑ
͋Δ " ։ൃνʔϜͱͯ͠ීஈ͔ΒσβΠ φʔ1.ͱҰॹʹվળʹऔΓ ΜͰ͍Δ " վળʹߩݙ͍͕ͨ͠ɺͲͷΑ͏ ʹϑΟʔυόοΫΛ͢Ε͍͍͔Θ ͔Βͳ͍ !
IPHFIPHF ͦΕͧΕͷڧΈΛ׆͔ͤ ͓ޓ͍ͷ՝ΛղܾͰ͖ͦ͏
IPHFIPHF ۩ମతʹऔΓΜͰ͍Δ͜ͱ
IPHFIPHF ᶃ$4ϝϯόʔͱͷ࠲ஊձͰ ɹϢʔβʔใΛऩू ΧελϚʔαΫηενʔϜͷϝϯόʔʹू·ͬͯΒ͍ɺಛఆͷςʔϚ ྫ͑ ͋Δػೳϖʔδ ʹؔͯ͠ɺීஈͷސ٬ରԠͷதͰग़ͨϢʔβʔҙݟߦಈͳ ͲΛڞ༗ͯ͠Β͏ɻ ϦαʔνϟʔͷϝϦοτ
w େͳސ٬ରԠΛ͜ͳ͢ΧελϚʔαΫηενʔϜͷϝϯόʔʹώΞϦϯά ͢Δ͜ͱͰɺϢʔβʔͷෆຬͭ·͖͍ͮ͢ϙΠϯτͷൃݟʹͭͳ͕Δ
IPHFIPHF ᶄސ٬ରԠͷಉ੮ͰϢʔβʔͷ ɹߦಈΛ؍ Ϧαʔνϟʔ͕ΧελϚʔαΫηενʔϜͷސ٬ରԠʹಉ੮͠ɺΦϯϘʔσΟϯά ͷ༷ࢠΛ؍͢ΔɻՄೳͰ͋ΕͦͷͰ؆୯ͳώΞϦϯάͳͲ࣮ࢪɻ w ༧Ίઃఆͨ͠ঢ়گʹج͍࣮ͮͯࢪ͢Δ65ͳͲͱҧ͍ɺϢʔβʔࣗͷ ڥΛͬͨϦΞϧͳૢ࡞ࢼߦࡨޡͷ༷ࢠΛݟΔ͜ͱ͕Ͱ͖Δ w
ෳճʹΓΦϯϘʔσΟϯά͢ΔͷͰɺϢʔβʔͷมԽͳͲ؍ Ͱ͖Δ ϦαʔνϟʔͷϝϦοτ
IPHFIPHF ᶅ$4ܦ༝ͰͷϦΫϧʔςΟϯάͰ ɹඃݧऀબఆͷਫ਼্ ΧελϚʔαΫηεͰରԠͨ͠ ͘͠ରԠதͷ Ϣʔβʔ༷ʹର͠ϦΫϧʔςΟϯά Λߦ͍ɺώΞϦϯάϢʔβϏϦςΟςετͳͲΛߦ͏ɻ w ϢʔβʔʹΞΫηε͢Δखஈ͕૿͑Δ
w ͋Δఔͷ͕ؔ͋ΔͷͰଧ͍͢͠ w ސ٬ͷঢ়گ͕Θ͔ͬͨঢ়ଶͰϦΫϧʔςΟϯάͰ͖ΔͷͰਫ਼্͕͕Δ ϦαʔνϟʔͷϝϦοτ
IPHFIPHF ίϥϘΧελϚʔαΫηεଆʹ ϝϦοτ w ϓϩμΫτ 69 ͷཧղ͕ΑΓਂ·Δ w ʮվળʹߩݙ͍ͯ͠Δʯͱ͍͏ϞνϕʔγϣϯʹͳΔ
w 69Ϧαʔνͷख๏ςΫχοΫΛ׆༻͠ɺސ٬ରԠͷ࣭Λ্ ΧελϚʔαΫηεͷϝϦοτ
IPHFIPHF ͍͞͝ʹ
IPHFIPHF ࣾϦιʔεΛ࠷େݶ׆͔͠ɺ Ϧαʔνͷ࣭Λ্ͤ͞Δ w Ӧۀͷސ٬๚ཤྺ LJOUPOFΞϓϦ w αϙʔτͷରԠཤྺ
LJOUPOFΞϓϦ w ࣾһ͕վળཁΛొ͢Δҙݟശ LJOUPOFΞϓϦ w 4MBDLLJOUPOF ࣾ4/4 ্ͷᄁ͖ αΠϘζͰใΛετοΫͯ͠ੵۃతʹڞ༗͢ΔจԽ͕͋ΓɺΧελ ϚʔαΫηεҎ֎ʹɺ෦ॺΛ͑ͨ࿈ܞใऩूͷΈ͕͋Γ·͢ɻ
IPHFIPHF w ݱঢ়ͷؔऀʹดͣ͡ɺৗʹ৽ͨͳϦαʔνΛࡧ͍ͯ͘͜͠ͱ͕େࣄͰ͋Γɺͦ͏ ͍ͬͨ׆ಈΛ௨ͯ͠෦ॺΛ͑ࣾʹؒΛ૿͍ͯ͘͜͠ͱ͕ɺ69ϦαʔνจԽ ͷৢʹͭͳ͕Δͱߟ͍͑ͯ·͢ ؒΛ૿͠ɺ ৫ʹ69ϦαʔνΛఆணͤ͞Δ w 69վળͷʹཱ͍ͪͨͱߟ͍͑ͯΔ։ൃ෦Ҏ֎ͷࣾһଟ͍
IPHFIPHF ࣾʹݟམͱ͍ͯ͠Δɺ·ͩर͍͑ͯͳ͍Ϧαʔνʹ׆༻Ͱ͖Δݟސ٬͕ ͋Δ͔͠Ε·ͤΜɻͦ͏͍ͬͨใΛ׆༻͢Δ͜ͱͰɺϢʔβʔཧղͷਫ਼Λ ্͛Δ͜ͱ͕Ͱ͖·͢ɻ ͢ͰʹϦαʔνΛ͍ͯ͠Δਓ ͜Ε͔ΒϦαʔνΛ͍ͨ͠ͱࢥ͍ͬͯΔਓ ։࢝ॳਓগͳ͘ɺϦιʔεݶΒΕ͍ͯΔͱࢥ͏ͷͰɺ͢Ͱʹࣾʹ͋Δ ސ٬ใΛ͏·͘͏͜ͱͰɺޮΑ͘ਐΊΒΕ·͢ɻ
IPHFIPHF ͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ
IPHFIPHF ࣄલʹ͍࣭ͨͷճ w ΧελϚʔαΫηε͕ಘΔσʔλͱɺϦαʔνͰಘΔσʔλͷҧ͍Λײ͡Δ ͱ͜Ζ͋Γ·͔͢ʁͲͷΑ͏ʹ͍͚ΔͱΑ͍ͷ͔ɺΓ͍ͨͰ͢ɻ w ΧελϚʔαΫηεͷ࿈ܞͰ͔͕ͬͨ͋͠Δͱࢥ͍·͕͢ɺͲͷΑ͏ ʹͯ͠Γӽ͑ͨͷͰ͠ΐ͏͔ʁ
IPHFIPHF গ͚ͩ͠એ͍ͤͯͩ͘͞͞ʂ
IPHFIPHF αΠϘζͰ σβΠφʔϦαʔνϟʔΛืू͍ͯ͠·͢ʂ