
antarnihit pramanikaran

antarnihit pramanikaran (aay. aii.) heey eka tantra aahe jeey smart devicela tyachya/tichya vartananshi parichit houn tyachya malkala olakhoo dete. heey eka tantra aahe jeey smart upkarnanvaril vividh sensarsdware vaparkartyache vartan jaanun ghenyasathi aanee vaparkartyachi olakh sadhya karnyasathi machine learning algoridam vaparte. bahutansh sadhyachi pramanikaran tantre, udaa.jee.password, pattern lock, finger print aanee iris recognition heey spasht pramanikaran aahe jyasathi vaparkartyachya inputchi aavashyakta asate. spasht pramanikaranasaha tulana karata, aay. aii. vaparadarmyan vaparkartyansathi pardarshak aahe aanee vaparkartyanni logg inver kharch kelela vel qamee karoon tee upayuktata lakshaniyaritya vadhavate, jyamadhye vaparkartyanna cellular kavharejachya abhavapeksha adhik trasdayak vatate.
model.
antarnihit pramanikaranamadhye (aay. aii.), vaparkartyache vartan (kachcha) deta smart devicemadhye embed kelelya vividh sensarsdware capture keela jaato aanee pudhil prakriyechya tayarisathi detabasemadhye sangrahit keela jaato. aavaj galalyanantar aanee yogya vaishishtye nivadalyanantar, deta machine learning toolvar (sadhananvar) pathavala jaeel joou prashikshit karel aanee bareek-tune kelele model smart devicemadhye parat karel. smart upkaran nantar sadhyachya vaparkartyala olakhanyasathi swakshari mhanoon modelcha vapar karate. battery aanee smart devicechya sangananachya maryademule, prashikshan tappa, jyamadhye bahutek ganana kelya jaatat, too sahasa durastha sarvharmadhye amalat aanala jaato. kahee halake algoridam, udaa.jee., keey. ell. diversions, vastavik-velechya pramanikaran ekkanche bhag mhanoon sthanik upkaranat lagoo kele jaatat jeey upkarananchya lock yantranevar niyantran thevatat.
aay. aii. modelcha vikas mukhyatve operating systemwer avalambun asato, jeey sahasa android aanee aay. oo. ess. swikartat aanee aay. aii. model sthapit karnyasathi done bhinn drushtikon aahet, jeey upkaran-kendrit aanee anuprayog-kendrit aahet. aay. aii. model sthapit karnyacha paramparik marg mhanoon, upkaran-kendrit drushtikon, vividh sensarsmadhun operating systemdware gola kelelya bahutek mahiticha laabh ghetat aanee aay. aii. model thet operating systemchya varr chalate. tathapi, anuprayog-kendrit drushtikon pratyek appmadhye vaiyaktik chaukat sthapit karoon aay. aii. sadhya karatat, jee sandboxmadhye swatantrapane karyanvit hote aanee tee operating systemchi aantarik rachana jatan karate, tarr aay. aii. chaa vikas sulabh karate.
itihas.
1977 madhye, helen emm. lakudane asey soochit kele qee jaiv-metrik pramanikaran paddhati done prakarchya hotya-sharirik aanee vartanukiche jaiv-mapan. dusra drushtikon vaparkartyachi chaal, sthan mahitee aanee keystroke namunyanshi sambandhit aahe. vaparkartyachya pramanikaranasathi jaiv-mapanshastracha vapar yaa kshetrat vikasit karnyat aala hota, jase keeh sthan-aadharit pravesh niyantran, visheshtah keystroke dynamics aanee tankan namuna. 2010 madhye, shhee aanee itar. jaiv-metricks pramanikaran drushtikon mobile upkaranakade sthalantarit keela hota jyamadhye anek sanvedak hote aanee pramanikaran achookatet lakshaniy vaadh jhaali hotee aanee tyanni naveen drushtikonas "antarnihit pramanikaran" mhatale. smart tantradnyanachya vegwan vadhimule, smart upkaran adhikadhik atyadhunik hott gele aanee darvarshi sanganakeey shakti vadhat gelee aanee yamule aay. aii. laa uchch achook aanee vaparkartyas anukool pramanikaran sadhya karnyasathi payabharani midali. sadhyache aay. aii. drushtikon pramukhyane sparsh sanvedak, jee. pii. ess. aanee pravegkavar kendrit hote aanee sambandhit tantre ess. vhee. emm., keey. aine. aine., jee. emm. emm. aanee vishay model hotee.