Incamake
Kumenyekanisha Anomaly nigikorwa cyo kwigisha imashini kumanika amakuru yamakuru atandukana cyane nuburyo busanzwe. Ni ngombwa kuko ibintu bidasanzwe, bitunguranye - uburiganya, kunanirwa ibikoresho, kwinjira - akenshi bihisha mu nyanja yamakuru asanzwe abantu badashobora gusikana intoki.
Anomaly Detection yicaye mubikoresho bya AI. Iyo ubisobanukiwe, izindi ngingo za AI zoroha gusuzuma no kugereranya.
Kwibira cyane
Kumenyekanisha Anomaly byerekana kwitegereza bidahuye nimyitwarire iteganijwe, bakunze kwita hanze, udushya, cyangwa ibidasanzwe. Inzira nyinshi zabanje kwiga uko 'bisanzwe' bisa, hanyuma utange amanota mashya ukurikije aho atandukiriye. Uburyo bwibarurishamibare ibendera ryerekana kurenga gutandukana bisanzwe; intera ishingiye kuburyo nka k-hafi yabaturanyi ibendera amanota kure ya bagenzi babo; uburyo bwubucucike nkibendera ryibanze ryibintu mu turere duke. Kwiga imashini byongeramo amashyamba yo kwigunga, akoresha ukuri ko anomalies yoroshye gutandukanya hamwe na bake batandukanijwe, hamwe na autoencoders, yubaka amakuru asanzwe neza ariko ikananirwa kubidasanzwe. Ikibazo nyamukuru ni uko ibintu bidasanzwe ari gake kandi akenshi bitashyizweho ikimenyetso, kubwibyo moderi igomba kwigira ahanini kuburorero busanzwe kandi ikihanganira ibisobanuro bidasobanutse, bigenda bihinduka nkibisanzwe.
Ubushishozi
Sisitemu nyinshi zahuguwe gusa kumakuru asanzwe - bita icyiciro kimwe cyangwa igice cyigenzurwa - kuko byanditseho ibintu bidasanzwe. Autoencoder, kurugero, ihagarika ibyinjira mukintu gito kandi ikongera ikubaka; yatojwe kurugero rusanzwe, itanga ikosa ryinshi ryo kwiyubaka kuri anomalies itigeze ibona. Amashyamba yo kwigunga akora mu buryo butandukanye: gutandukana bidasubirwaho bitandukanya hanze mugice gito, bityo uburebure buringaniye bwinzira ndende bwerekana ibintu bidasanzwe. Byombi bihindura 'bidasanzwe' mumanota yumubare hamwe numubare.
Kumenya Anomaly Kumenya
Kumenyekanisha Anomaly nigikorwa cyo kwigisha imashini kumanika amakuru yamakuru atandukana cyane nuburyo busanzwe. Ni ngombwa kuko ibintu bidasanzwe, bitunguranye - uburiganya, kunanirwa ibikoresho, kwinjira - akenshi bihisha mu nyanja yamakuru asanzwe abantu badashobora gusikana intoki. Anomaly Detection yicaye mubikoresho bya AI. Iyo ubisobanukiwe, izindi ngingo za AI zoroha gusuzuma no kugereranya. Kugirango wubake byimbitse, fata Anomaly Detection nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amakipe akomeye akoresha Anomaly Detection yubaka icyitegererezo gikomeye cyambere, hanyuma ushushanye izo moderi kubibuza umusaruro. 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.
Iragufasha gutandukanya ibyifuzo bya tekiniki bisobanutse nururimi rwo kwamamaza. Igihe kimwe, Amakipe atandukanye arashobora gukoresha ijambo rimwe muburyo butandukanye, sobanura intera hakiri kare. 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
Iragufasha gutandukanya ibyifuzo bya tekiniki bisobanutse nururimi rwo kwamamaza.
Iragufasha gutandukanya ibyifuzo bya tekiniki bisobanutse nururimi rwo kwamamaza. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Urashobora kubaza ibibazo byiza byo gushyira mubikorwa mbere yo gukoresha amafaranga cyangwa igihe.
Urashobora kubaza ibibazo byiza byo gushyira mubikorwa mbere yo gukoresha amafaranga cyangwa igihe. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe afite imyumvire isangiwe akora ibicuruzwa byiza, politiki, nibyemezo byo kwiga.
Amakipe afite imyumvire isangiwe akora ibicuruzwa byiza, politiki, nibyemezo byo kwiga. 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
Imiyoboro yamakarita yinguzanyo yerekana ibikorwa mubihugu byamahanga nyuma yamasegonda nyuma yikarita yakoreshejwe mugihugu, igahagarika uburiganya mbere yo kugura.
Ibyuma byuruganda byerekana ihindagurika ridasanzwe cyangwa ubushyuhe muri moteri, bihanura kwihanganira iminsi mbere yuko guhagarara bihagarika umurongo.
Ibikoresho byumutekano wibikoresho bibona seriveri itunguranye yohereza gigabytes kuri IP itazwi saa tatu za mugitondo, byerekana ko bishoboka gusohora amakuru.
Abagenzuzi b'ibitaro bafata injyana idasanzwe y'umutima mu makuru ahoraho ya ECG, bakamenyesha abaganga kwirinda indwara idasanzwe.
Uburyo bwo Gushyira mu bikorwa
Kumenya Anomaly mubikorwa
Imiyoboro yamakarita yinguzanyo yerekana ibikorwa mubihugu byamahanga nyuma yamasegonda nyuma yikarita yakoreshejwe mugihugu, igahagarika uburiganya mbere yo kugura.
Imiyoboro yamakarita yinguzanyo yerekana ibikorwa mubihugu byamahanga nyuma yamasegonda nyuma yikarita yakoreshejwe mugihugu, gukonjesha bishoboka ko uburiganya mbere yo kugura Amakipe ubusanzwe abona umusaruro ushimishije mugihe asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kumenya Anomaly mubikorwa
Ibyuma byuruganda byerekana ihindagurika ridasanzwe cyangwa ubushyuhe muri moteri, bihanura kwihanganira iminsi mbere yuko guhagarara bihagarika umurongo.
Ibyuma byerekana uruganda byerekana ihindagurika ridasanzwe cyangwa ubushyuhe muri moteri, bikavuga ko byatsinzwe iminsi mbere yuko isenyuka rihagarika umurongo Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kumenya Anomaly mubikorwa
Ibikoresho byumutekano wibikoresho bibona seriveri itunguranye yohereza gigabytes kuri IP itazwi saa tatu za mugitondo, byerekana ko bishoboka gusohora amakuru.
Ibikoresho byumutekano wa cyber bibona seriveri itunguranye yohereza gigabytes kuri IP itazwi saa tatu za mugitondo, byerekana ko bishoboka ko amakuru yo gusohora amakipe asanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kumenya Anomaly mubikorwa
Abagenzuzi b'ibitaro bafata injyana idasanzwe y'umutima mu makuru ahoraho ya ECG, bakamenyesha abaganga kwirinda indwara idasanzwe.
Abagenzuzi b'ibitaro bafata injyana idasanzwe y'umutima mu makuru ahoraho ya ECG, bakamenyesha abaganga ku majyambere ya Arththmia Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho biri imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi akurikirana inyungu ziva mu musaruro ndetse n'ikosa ryakozwe mu gihe runaka.
Ingaruka & Kurinda
Amakipe atandukanye arashobora gukoresha ijambo rimwe muburyo butandukanye, sobanura intera hakiri kare.
Ibipimo birashobora kugaragara bikomeye mugihe imikorere-yisi-itaringaniye.
Kwirengagiza ubuziranenge bwamakuru na gahunda yo gusuzuma akenshi bitanga ibisubizo byoroshye.
Igishushanyo mbonera
Tangira nururimi rusobanutse rwibisubizo ukeneye.
Tangira nururimi rusobanutse rwibisubizo ukeneye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Toranya intsinzi imwe hamwe nuburyo bumwe bwo gutsindwa mbere yo kwipimisha.
Toranya intsinzi imwe hamwe nuburyo bumwe bwo gutsindwa mbere yo kwipimisha. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Koresha umuderevu muto hamwe namakuru ahagarariye, ntabwo ari demo yashizweho.
Koresha umuderevu muto hamwe namakuru ahagarariye, ntabwo ari demo yashizweho. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Inyandiko aho Anomaly Detection ifasha kandi nuburyo bworoshye bworoshye.
Inyandiko aho Anomaly Detection ifasha kandi nuburyo bworoshye bworoshye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.