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Moodeelka cusub ee AI wuxuu ogaadaa cilladaha qandaraasyada caqliga leh iyadoo la adeegsanayo taxane opcode oo buuxa

Cilmi-baarayaasha Jaamacadda Guangzhou waxay soo saareen qaab barasho qoto dheer kaas oo falanqeynaya isku xigxiga isbeddelka dhererka isbeddelka ee blockchain opcode si loo ogaado dayacanka qandaraasyada caqliga leh ee 93.5% saxsanaanta, wax ka qabashada xaddidaadaha moodooyinka gelinta dhererka go'an.

4 min readRead the linked source
Source-provided image accompanying New AI model detects smart contract flaws using full opcode sequences
Xigasho SourceIsha la duubay
Daabacaha
bioengineer.org
Xidhiidhka isha
bioengineer.orghttps://bioengineer.org/ai-model-reads-entire-blockchain-code-to-catch-smart-contract-flaws/
Nooca isha
Isha ku xidhan โ€” heerka isha aasaasiga ah lama damin.
Dulucda sheekadaKu fahan tan 60 ilbiriqsi gudahood

Halkan ka bilow

Qodobbada muhiimka ah

Barashada Mashiinka (ML)
Hababka u oggolaanaya nidaamyada inay ka bartaan qaababka xogta oo ay horumariyaan wakhti ka dib.
Habka Feejignaanta
Qayb moodeel ah oo si firfircoon diiradda u saarta qaybaha khuseeya wax-gelinta marka la soo saarayo wax-soo-saarka.
Shabakada Neural
Qaab xisaabeed lakabaysan oo ay dhiirigelisay neerfayaasha bayooloji iyo synapses.
Is tijaabiMoodooyinka AI Kedis La Sharaxay

Maxaa dhacay

Daraasad lagu daabacay Nidaamyada Aqoonta iyo Macluumaadka waxay soo bandhigaysaa hab barasho qoto dheer oo lagu ogaanayo dayacanka qandaraasyada caqliga leh iyadoo la falanqeynayo isbeddelada dhererka dhererka opcode ee ka soo celinta macaamilka Ethereum. Qaabka, oo lagu dhisay qaab dhismeedka ChordMixer iyo habab haynta, ayaa ka fogaanaya jarista raadadka fulinta, gaaritaanka saxnaanta 93.5% todobada nooc ee nugul.

Cilmi-baarayaal ka socda Jaamacadda Guangzhou ayaa daabacay daraasad ku saabsan Nidaamyada Aqoonta iyo Macluumaadka oo si faahfaahsan u qeexaya qaabka cusub ee barashada qoto dheer ee ogaanshaha nuglaanshaha qandaraasyada caqliga leh. Hal-abuurnimada udub-dhexaadka ah waa adeegsiga taxanaha opcode dhererka doorsoomayaasha ah ee laga soo qaatay ku celcelinta macaamilka Ethereum, halkii laga ahaan lahaa koodhka isha taagan ama raadadka fulinta googo'an.

Qaabku waxa uu adeegsanayaa qaab dhismeedka ChordMixer, hab dareenka neerfaha ee la miisaami karo oo loogu talagalay taxanaha dhererka kala duwan, oo ay weheliso habka haynta ee qoyska Shabakadda Haysashada. Habkan laba-xalintu wuxuu u oggolaanayaa moodelku inuu qabto labadaba saxeexyada hab-dhaqanka caalamiga ah ee weerarrada iyo tusmooyinka laga shakisan yahay ee qarxa.

Kooxdu waxay qiyaastay qaabka todobada nooc ee nuglaanta, oo ay ku jiraan ku-tiirsanaanta iyo ku-tiirsanaanta wakhtiyada. Daraasadu waxay soo warisay saxnaanta 93.5% iyo F1-dhibcaha 90.6%, oo ka sarreeya bareyaasha asaasiga ah ee ku tiirsan agabyada dhererka go'an. Xogta waxaa laga soo xigtay sahamiyeyaasha blockchain dadweynaha sida Etherscan, oo ka tarjumaysa dhaqanka qandaraaska dhabta ah.

Faahfaahinta isha: bioengineer.org โ†—

Maxay muhiim u tahay

Cilmi-baadhistani waxay ka hadlaysaa daciifnimada qaabdhismeedka muhiimka ah ee qalabka amniga ee blockchain ee otomaatiga ah: luminta macluumaadka marka raadadka fulinta dhererka doorsooma lagu khasbo gelitaanka shabakada neerfaha ee dhererka go'an. Iyada oo la ilaalinayo macnaha buuxa ee fulinta qandaraasyada caqliga leh, qaabku waxa uu aqoonsan karaa dayacanka daahsoon sida soo noqoshada iyo qulqulka xad dhaafka ah ee laga yaabo in ay seegaan falanqaynta joogtada ah ee dhaqameed ama falanqaynta firfircoon ee la gooyay. Tani waxay muhiim u tahay qaybta DeFi, halkaas oo qandaraasyada aan la beddeli karin iyo balaayiin hanti ah ay ka dhigaan cilladaha amniga masiibo. Shaqadu waxay muujinaysaa in habaynta dhererka doorsoomayaasha waddaniga ahi ay ka sarrayso hababka suufka/goynta caadiga ah, iyada oo siinaya aasaas aad u adag oo joogto ah, la socodka amniga tooska ah ee hantida silsiladda ku jirta.

Dareemayaasha barashada mashiinka dhaqameed ee amniga blockchain waxay inta badan gooyaan taxanaha opcode-ka dheer si ay ugu habboonaadaan moodooyinka dhererka go'an, lagana yaabo inay tuuraan tilmaamaha muujinaya dayacanka. Habkan cusubi wuxuu meesha ka saarayaa luminta macluumaadka, isagoo siinaya aragti dhammaystiran oo ku saabsan fulinta qandaraaska.

Nidaamka deegaanka ee maaliyadda baahsan (DeFi), halkaas oo qandaraasyadu ay yihiin kuwo aan isbeddelin lagana faa'iidaysan karo balaayiin, qalab iswada oo si sax ah u calaamadin kara dayacanka ka hor ama ka dib ayaa muhiim ah. Qaabkani waxa uu bixiyaa waddo joogto ah, la socodka amniga wakhtiga dhabta ah ee hantida silsiladda ku jirta.

Cilmi baaristu waxay sidoo kale leedahay saameyn ballaaran oo ku saabsan AI codsatay, taasoo muujineysa in naqshadaha asal ahaan loogu talagalay in lagu dhejiyo, dhererka isku xigxiga dhabta ah ee dunidu ay ka fiicnaan karaan hababka diyaarinta suufka caadiga ah iyo gooynta hababka kale ee qaybaha kale sida genomics iyo xogta dareenka.

Interactive Mechanism

Farsamaynta Is-dhexgalka: Sida Dhabta Ay U Shaqeyso

U baadh tignoolajiyada hoose ee ka dambeeya horumarkan si isdhexgal leh.

Model Parameter Size:8B Parameters
VRAM Required5.5 GBGPU memory footprint
Target HardwareMacBook / Single GPUDeployment tier
Privacy100% Air-GappedLocal device capability
Core takeaway: Small, quantized models (3Bโ€“8B) now run directly inside smartphones and laptops with complete data privacy, while mammoth 400B+ models remain the domain of datacenter clusters.
Hubinta Fikradda Is-dhexgalka+10 Points
AI Models Explained Quiz

Which component of an AI application is the machine-learning model itself?

Maxaa la daawan doona xiga

La soco siidaynta ilo-furan ama isdhexgalka ganacsi ee dhuumaha ogaanshaha dhererka doorsooma. U fiirso qaadashada borotokoolka DeFi ama shirkadaha xisaabinta amniga si ay u noqoto lakab dheeri ah oo dib u eegista aadanaha ah. U fiirso haddii qaab-dhismeedkani uu noqdo halbeeg loogu talagalay hawlaha falanqaynta isku xigxiga dhererka doorsoomayaasha kale ee AI, sida xogta genomi ama dareenka.

Ka fiirso siideynta koodka ama miisaanka moodeelka aaladaha sida GitHub si aad u qiimeyso soo saarista iyo suurtagalnimada korsashada bulshada.

La soco shirkadaha hantidhawrka amniga iyo borotokoolka DeFi si loogu daro habkan ogaanshiyaha dhererka doorsoomaha ee xirmooyinkooda amniga caadiga ah.

U fiirso haddii isku darka habka ChordMixer iyo haynta uu noqdo tixraac caadi ah oo loogu talagalay maaraynta taxanaha dhererka doorsooma ee codsiyada kale ee AI.

Tilmaamaha la xidhiidha & su'aalaha

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