Incamake
AI mugushakisha uburiganya ikoresha imashini yiga imashini kugirango ibone ibikorwa biteye amakenga nimyitwarire mugihe nyacyo, akenshi muri milisegonda yo kwishyura. Ntacyo bivuze kuko igihombo cyuburiganya kigera kuri miliyari icumi buri mwaka, kandi amategeko yonyine ntashobora kugendana nabagizi ba nabi.
AI muri Fraud Detection ikoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muguhitamo ibishushanyo.
Kwibira cyane
Sisitemu y'uburiganya gakondo ishingiye ku mategeko yanditse mu ntoki nka 'ibendera iryo ari ryo ryose rigura amadolari 5,000 mu gihugu cy'amahanga.' Abagizi ba nabi biga vuba kandi bagenda bakurikiza ayo mategeko. Sisitemu ya kijyambere ya AI ahubwo yiga imiterere kuva miriyoni yibikorwa byashize, igatsinda buri shyashya nukuntu itandukana nimyitwarire isanzwe ya nyir'ikarita, igikoresho, aho biherereye, hamwe nogukoresha injyana. Abagenzuzi bagenzurwa bitoza ingero zanditseho uburiganya, mugihe udakurikiranwa anomaly detection ifata ibitero byibitabo ntanumwe wabonye mbere. Imiyoboro ya konti isesengurwa hamwe nubuhanga bwo gushushanya kugirango berekane impeta zo gufatanya nabashuka. Icy'ingenzi, sisitemu igomba kuringaniza gufata uburiganya kubintu byiza, bibuza abakiriya bemewe kandi bigatesha ikizere. Mubisanzwe bakora umurongo, batanga amanota mbere yicyemezo cyo gusubizwa.
Ubushishozi
Moteri nyinshi-ikarita yuburiganya ihuza ibiti byongerewe imbaraga (nka XGBoost) kubintu byerekana imbonerahamwe hamwe nibimenyetso byakozwe: umuvuduko (gucuruza kumunota), igikumwe cyibikoresho, intera ya geolojiya, hamwe nubucuruzi bwabacuruzi. Ibiranga bibarwa muburyo bwo gutembera kuburyo amanota agaruka muri milisegonda mirongo. Shushanya imiyoboro ya neural yongeramo imiterere, ihuza imeri, ibikoresho, cyangwa IP kuri konti. Abanyamideli bongeye gutozwa kenshi kuberako uburiganya bugenda buhoro, kandi inzitizi zahujwe nintego yibinyoma-byiza.
Kumenya AI muburyo bwo kumenya uburiganya
AI mugushakisha uburiganya ikoresha imashini yiga imashini kugirango ibone ibikorwa biteye amakenga nimyitwarire mugihe nyacyo, akenshi muri milisegonda yo kwishyura. Ntacyo bivuze kuko igihombo cyuburiganya kigera kuri miliyari icumi buri mwaka, kandi amategeko yonyine ntashobora kugendana nabagizi ba nabi. AI muri Fraud Detection ikoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muguhitamo ibishushanyo. Kugira ngo usobanukirwe byimbitse, fata AI muri Fraud Detection nk'icyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha AI muri Fraud Detection ahuza ubushobozi bwa tekiniki na politiki ya domaine, ubugenzuzi, no gufata ibyemezo imbere. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mugihe kimwe, ibisabwa byubuyobozi birashobora gutesha agaciro ubundi prototypes ikomeye. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Visa na Mastercard batanga amanota buri karita yohanagura munsi ya milisegonda 50 kugirango yemeze cyangwa yange
Kwishyura konti ya PayPal mugushakisha kwinjira mubikoresho bidasanzwe hamwe nahantu
Amabanki akoresha igishushanyo mbonera kugirango agaragaze imiyoboro-amafaranga yimuka yimura amafaranga yibwe hagati ya konti
Abishingizi bamenye impanuka zatewe nimpanuka zerekana uburyo bwasubiwemo nabasabye amaduka
Uburyo bwo Gushyira mu bikorwa
AI mugushakisha uburiganya mubikorwa
Visa na Mastercard batanga amanota buri karita yohanagura munsi ya milisegonda 50 kugirango yemeze cyangwa yange.
Visa na Mastercard zitanga amanota buri karita yohanagura munsi ya milisegonda 50 kugirango yemeze cyangwa yange Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo bikabije, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mugushakisha uburiganya mubikorwa
Kwishyura konti ya PayPal mugushakisha kwinjira mubikoresho bidasanzwe hamwe nahantu.
Kwishyura konti ya PayPal mugushakisha kwinjira mubikoresho bidasanzwe hamwe n’ahantu Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mugushakisha uburiganya mubikorwa
Amabanki akoresha igishushanyo mbonera kugirango agaragaze imiyoboro-amafaranga yimuka yimura amafaranga yibwe hagati ya konti.
Amabanki akoresha isesengura ryibishushanyo kugirango agaragaze imiyoboro y-amafaranga yimuka yimuka hagati ya konti Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
AI mugushakisha uburiganya mubikorwa
Abishingizi bamenye impanuka zatewe nimpanuka zerekana uburyo bwasubiwemo nabasabye amaduka.
Abishingizi berekana impanuka zatewe n’imodoka mu kwerekana uburyo bwagiye busabwa ku basaba no mu maduka yo gusana Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho biri imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi agakurikirana inyungu z’umusaruro hamwe n’ikosa ryakozwe mu gihe runaka.
Ingaruka & Kurinda
Ibisabwa kugenzurwa birashobora gutesha agaciro ubundi prototypes ikomeye.
Amakuru yamateka arashobora gushiramo kubogama byangiza abaturage.
Sisitemu yumurage irashobora gushiraho uburyo bwo kwishyira hamwe nibiciro byihishe.
Igishushanyo mbonera
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma.
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Emeza kubahiriza inshingano z'umutekano hakiri kare.
Emeza kubahiriza inshingano z'umutekano hakiri kare. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.