“Tsis nco qab lo lus zais?” Kab lus no yog qhov tsis zoo rau peb feem ntau, tshwj xeeb nrog cov nyiaj ntawm peb khaws cia, yog li hnov qab tsis nco qab tus password. Nws yog tsuas yog txog kev nco thiab tswj xyuas cov passwords, pins, OTPs, thiab ntau lwm cov yuam sij uas xav tau peb lub tswv yim txhua zaus peb xav tau nkag mus rau peb cov as qhauj. Lwm txoj hauv kev yog biometrics uas ua haujlwm zoo, tab sis nws yog ntau dhau rau qee tus neeg siv thiab nws muab lawv lub siab tsis xis.
Ib qeb zoo tshaj plaws hauv kev ntsuas ntawm biometrics yog Keystroke Dynamics. Çeker li al. sau ib daim ntawv rau qhov kev kawm hu ua “Cov Neeg Siv Ntaub Ntawv Pov Thawj nrog Keystroke Dynamics hauv Ntev-Cov Ntawv”Thiab tau nthuav tawm ntawm xyoo 2016 IEEE Thib 8 Thoob Ntiaj Teb Sib Tham txog Biometrics Theory, Kev Siv, thiab Kev Siv Tshuab (BTAS)). Qhov kev tshawb fawb no tau ua rau 34 tus neeg hauv ob zaug hauv ib qhov kev sim hauv Clarkson University hauv lub sijhawm kaum ib hlis. Qhov tshwm sim yog ib puas feem pua raug nrog AUC (Thaj Chaw Hauv Qab Nkhaus) = 1.
Çeker li al. koom nrog cov txheej txheem ntawm lwm qhov kev tshawb fawb tau ua rau Keystroke Dynamics thiab pom tias daim ntawv no yuav muab 100% muaj tseeb yog tias tus neeg siv khoom pov thawj yog ua tiav los ntawm kev ua kom raug. Qhov no yuav khiav software uas txuas ntxiv khaws cov qauv sau hauv keeb kwm yav dhau los thiab nrog kev siv ntawm daim duab tsawg dua. Cov kws tshawb nrhiav tau hais tias "Rau kev siv lub tshuab kuaj xyuas ncaj ncees, lub kaw lus yuav tsum txheeb xyuas tus neeg siv yam tsis muaj kev cuam tshuam thiab pob tshab yam tsis tu ncua."
https://twitter.com/TypingDNA/status/1356964608309948419
Nkag siab hom ntawv sau
Txhua tus neeg muaj DNA tshwj xeeb, thiab nws cov txiaj ntsig zoo sawv cev ntawm lub cev los ntawm cov ntiv tes, retina, lossis rho tawm DNA ntawm cov ntshav thiab lub cev. Muaj lwm cov sawv cev ntawm peb cov DNA, zoo li peb tus cwj pwm. Thiab ib tus cwj pwm coj yog peb qhov kev coj ua. Keystroke puab yog daim qauv ntawm kev coj tus cwj pwm kev ntsuas keeb kwm uas muab cov ntawv pov thawj txuas ntxiv ntawm cov neeg siv thaum ua haujlwm ntawm lub davhlau ya nyob twg.
Kev ntaus cov qauv sib txawv ntawm cov qauv siv tshuaj xyuas txoj kev uas tus neeg siv hom ntawm lub davhlau ya nyob twg los ntawm kev saib xyuas cov xwm txheej keyboard. Chora et al sau tias, "Tsis yog qhov ntaus ntawv, tab sis hom nws ntaus nws yog qhov tseem ceeb,". nyob rau hauv lawv daim ntawv muaj npe “Kev Paub Txog Tus Kheej Txoj Kev Ntaus Ntawv“. Lawv pom tias qee cov keyboard txheej xwm tuaj yeem txheeb xyuas tau, xws li lub sijhawm ntawm qhov tseem ceeb-nias thiab qhov tseem ceeb-tso cov xwm txheej, tawg ntawm ob lub pob sib txawv, lub sijhawm rau digraphs thiab trigraphs, thiab lwm yam.
Daim duab ntsuas yog ob tus yuam sij ntaus ib qho tom qab dhau los, thaum trigraphs ua lub cim peb lub cim ntaus. Lub sijhawm ntawm digraphs lossis trigraphs yog ntsuas nruab nrab ntawm kev nias tshwm sim ntawm tus yuam sij thawj zaug thiab tso tawm tus yuam sij kawg. Ua ke ntau cov keyboard txheej xwm kom paub txog kev ntaus ntawv yuav ua rau muaj kev tsis sib xws ntawm ib tug neeg los tswj lawv cov ntaub ntawv pov thawj.
Biometrics zoo li Thumb prints & Lub ntsej muag ID yog nrov tab sis koj tau pom lub siab xav tshuab los ntawm @TypingDNA?!
Txoj kev koj ntaus ntawv yog qhov koj tau lees tias yog!
Mus saib qhov demo! Kuaj nws sai sai los ntawm koj tus kheej lossis nrog phooj ywg & saib seb nws ua haujlwm!
Koj siv dab tsi rau kev lees paub?#ad ib pic.twitter.com/vcpshi8T5T
- Danny Thompson (@DThompsonDev) Lub peb hlis ntuj 11, 2021
Cas TypingDNA ua haujlwm
TypingDNA yog lub tuam txhab New York-raws li muab cov neeg siv khoom pov thawj los ntawm Keystroke Dynamics txujci thiab nyuam qhuav pib nws cov kev pabcuam rau kev ua lag luam dhau lub Peb Hlis 16. Lub hom phiaj tseem ceeb ntawm lub tuam txhab yog hloov cov kev coj ua lub hnub nyoog ntawm cov neeg siv pov thawj, xws li SMS 2FA lis dej num, thiab txo tus neeg siv dag zog.
Nyob rau lub sijhawm no, lawv tau muab kev pabcuam pub dawb rau thawj xyoo thawj zaug-xub-xub-ua thawj rau cov tuam txhab. Txhawm rau txhim kho UX thiab kev dhau los ntawm txoj hauv kev mus rau "tsis muaj app-xav tau" txoj kev, TypingDNA xav siv nws cov cuab yeej los ua cov qauv kev ntaus ntawv ua ib qho cim tshwj xeeb ntawm tib neeg.
TypingDNA Pov Thawj siv nws AI-powered proprietary typing biometrics authentication thev naus laus zis los xaiv cov ntsiab lus zoo tshaj plaws uas ua rau muaj qhov sib txuam ntau dua lossis cov ntawv luv dua. Lawv biometrics cav siv RESTful Authentication API txhawm rau txheeb xyuas thiab phim cov qauv ntaus ntawv nrog tus paub lossis tus neeg siv nkag. Cov ntawv sau cia tuaj yeem xa mus rau lawv API ntawm RESTful thov khw lossis phim rau tus qauv uas tau sau tseg yav tas los Tom qab ntawd API yuav tsim tawm JASON teb rau qhov kev thov, uas yuav muaj qhov txiaj ntsig ntawm kev lees paub.
Lub Typingdna.js yog qhov haujlwm hu xov tooj lub vev xaib kom phim cov qauv sau thov. Qhov ntawm 'TypingDNA JavaScript recorder class' tau nqis tes ua qhov kawg ntawm lawv qhov web app. Txhua qhov kev thov mus rau API yuav tsum yog ua los ntawm daim ntawv thov backend. Hauv chav kawm TypingDNA yog qhov qhib, muaj nyob hauv Daim Ntawv Tso Cai Apache (Version 2.0). Tus qhov chaws yog pej xeem thiab tuaj yeem rub tawm ntawm cov GitHub qhov chaw cia.
Peb zoo siab heev los tshaj tawm TypingDNA Ua Pov Thawj! Tshawb xyuas peb ntawm Cov Khoom Yos Hav Zoov Hnub No: https://t.co/VjJ62Uae4q
- TypingDNA (@TypingDNA) Lub peb hlis ntuj 16, 2021
xaus
“Raws li tsis ntev los no kev tshawb fawb, 73 feem pua ntawm cov neeg tau txais kev pab hais tias cov txheej txheem yuav tsum tshwm sim sai sai thaum sim los tsim tus account. Tsis tas li ntawd, cov neeg coob dhau los (92 feem pua) xav tau qhov nrawm, tsis muaj kev sib cav, "sau Silvana Chirita nyob rau lub tuam txhab blog. Qhov "ntse, siv tau qhov tseeb" yuav muaj rau tsuas yog 1 xees rau ib tus neeg siv ib hlis twg, tsis hais pes tsawg ntawm kev ntsuas biometrics kev txheeb xyuas. TyingDNA Tshawb xyuas yog tsim los txhawb cov tuam txhab cuam tshuam nrog coob leej ntawm cov neeg kuaj xyuas tau hauv ib lub hlis. "Thawj tuam txhab uas muag los sib sau ua ke yuav tau txais kev pab pub dawb rau thawj lub xyoo txog rau 100,000 cov neeg siv tag," sau cia Chirita.
Tam sim no, lub tuam txhab tseem niaj hnub ua qhov kev tshawb fawb rau pej xeem ntawm sau ntau yam qauv ntawv thoob plaws ntiaj teb. Koj tuaj yeem tseem yog ib feem ntawm cov kev tshawb fawb no los ntawm kev mus rau lub tuam txhab lub vev xaib. Kev Tshawb Xyuas Koom Tes nrog TypingDNA thiab tseem tau txais koj txoj kev xav. Hais tias, yog koj lub siab ntxhov siab thiab koj yuav koom nrog kev tshawb fawb, koj tuaj yeem pib koj txoj kev xav nyob rau hauv MoodSettings, thiab cov ntawv sau rau kev ntaus ntawv yuav sau nyob rau ib puag ncig seb tus neeg siv lub siab li cas.
YouTube: TypingDNA Kev Tshawb Fawb: Ntse, tus neeg siv tau txheeb xyuas pom tseeb los hloov SMS 2FA lis dej num
Los ntawm nias ua si, koj pom zoo rau YouTube's Cov ntsiab lus uas Service thiab Tsis pub twg paub Txoj cai. Cov ntaub ntawv yuav raug muab faib rau YouTube/Google.
Duab credit: The muaj duab yog lub cim thiab tau raug coj los ntawm John Gomez.
Qhov chaw: Hayreddin tus thawj coj thiab Shambhu Upadhyaya (IEEE Xplore) / IEEE Xplore / Michał Choraś thiab Piotr Mroczkowski (SpringerLink)
