Ukuhlasela kwe-inthanethi okuzenzakalelayo kusetshenziswa i-AI: Lapho imishini iba izigebengu ze-inthanethi

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Ukuhlasela kwe-inthanethi okuzenzakalelayo kusetshenziswa i-AI: Lapho imishini iba izigebengu ze-inthanethi

Ukuhlasela kwe-inthanethi okuzenzakalelayo kusetshenziswa i-AI: Lapho imishini iba izigebengu ze-inthanethi

Umbhalo wesihlokwana
Amandla obuhlakani bokwenziwa (AI) nokufunda komshini (ML) asetshenziswa izigebengu ukuze enze ukuhlasela kwe-inthanethi kusebenze kakhulu futhi kubulale.
    • About the Author:
    • Igama lomlobi
      I-Quantumrun Foresight
    • September 30, 2022

    Isifinyezo sokuqonda

    I-Artificial Intelligence (AI) nokufunda komshini (ML) kuya ngokuya kusetshenziswa ekuvikelekeni kwe-inthanethi, kokubili ukuvikela amasistimu kanye nokwenza ukuhlasela kwe-inthanethi. Amandla abo okufunda kudatha nokuziphatha abenza bakwazi ukuhlonza ubungozi besistimu, kodwa futhi kwenza kube nzima ukulandelela umthombo ongemuva kwalawa ma-algorithms. Lesi simo esithuthukayo se-AI kubugebengu bamakhompuyutha kuphakamisa ukukhathazeka phakathi kochwepheshe be-IT, kudinga amasu okuvikela athuthukile, futhi kungase kuholele ezinguqukweni ezibalulekile endleleni ohulumeni nezinkampani ezibhekana ngayo nokuvikeleka ku-inthanethi.

    Ukuhlasela kwe-inthanethi okuzenzakalelayo kusetshenziswa umongo we-AI

    Ubuhlakani bokwenziwa kanye ne-ML igcina amandla okwenza ngokuzenzakalelayo cishe yonke imisebenzi, okuhlanganisa ukufunda ekuziphatheni okuphindaphindayo namaphethini, ukwenza ithuluzi elinamandla lokuhlonza ubungozi ohlelweni. Okubaluleke nakakhulu, i-AI ne-ML ikwenza kube inselele ukukhomba umuntu noma ibhizinisi ngemuva kwe-algorithm.

    Ngo-2022, ngesikhathi seKomidi leSenate Armed Services laseMelika kuCybersecurity, u-Eric Horvitz, isikhulu sesayensi yeMicrosoft, wabiza ukusetshenziswa kobuhlakani bokwenziwa (AI) ukwenza ukuhlasela okuzenzakalelayo “njenge-AI ecasulayo.” Ugcizelele ukuthi kunzima ukunquma ukuthi ukuhlasela kwe-cyberattack kuqhutshwa i-AI. Ngokufanayo, lokho kufunda komshini (ML) kusetshenziselwa ukusiza ukuhlasela kwe-inthanethi; I-ML isetshenziselwa ukufunda amagama namasu asetshenziswa kakhulu ekudaleni amagama ayimfihlo ukuze uwagege kangcono. 

    Inhlolovo eyenziwe yinkampani yezokuphepha ku-inthanethi i-Darktrace ithole ukuthi amaqembu aphethe i-IT aya ngokuya ekhathazeka mayelana nokusetshenziswa okungaba khona kwe-AI ebugebengwini bamakhompuyutha, ngamaphesenti angama-96 abaphendulile abonisa ukuthi sebevele benza ucwaningo lwezixazululo ezingaba khona. Ochwepheshe bezokuphepha be-IT bazwa ushintsho ezindleleni ze-cyberattack ukusuka ku-ransomware kanye nobugebengu bokweba imininingwane ebucayi kuye kuhlelo olungayilungele ikhompuyutha oluyinkimbinkimbi okunzima ukulithola nokuliphambuka. Ingozi engaba khona yobugebengu be-inthanethi obunikwe amandla i-AI ukwethulwa kwedatha eyonakele noma eshintshiwe kumamodeli e-ML.

    Ukuhlasela kwe-ML kungase kube nomthelela kwisofthiwe nobunye ubuchwepheshe obuthuthukiswayo okwamanje ukuze busekele ikhompuyutha yamafu kanye nonqenqema lwe-AI. Idatha yokuqeqeshwa enganele ingase iphinde isebenzise ukuchema kwe-algorithm njengokumaka ngokungalungile amaqembu amancane noma ukuthonya umsebenzi wamaphoyisa oqagelayo ukuze uqondise imiphakathi enganakiwe. I-Artificial Intelligence ingangenisa ulwazi olucashile kodwa oluyinhlekelele kumasistimu, okungase kube nemiphumela ehlala isikhathi eside.

    Umthelela ophazamisayo

    Ucwaningo olwenziwa abacwaningi beNyuvesi yaseGeorgetown ochungechungeni lokubulala ku-inthanethi (uhlu lokuhlola lwemisebenzi eyenziwe ukuze kwethulwe ngempumelelo ukuhlasela kwe-inthanethi) lubonise ukuthi amasu athile acasulayo angazuza ku-ML. Lezi zindlela zihlanganisa ukugebenga ngomkhonto (imikhonyovu ye-imeyili eqondiswe kubantu nezinhlangano ezithile), ukukhomba ubuthakathaka kungqalasizinda ye-IT, ukuletha amakhodi anonya kumanethiwekhi, kanye nokugwema ukutholwa ngamasistimu e-cybersecurity. Ukufunda ngomshini kungase futhi kwandise amathuba okuphumelela kokuhlaselwa konjiniyela bezenhlalo, lapho abantu bakhohliswa ukuthi baveze ulwazi olubucayi noma benze izenzo ezithile ezifana nemisebenzi yezezimali. 

    Ngaphezu kwalokho, iketango lokubulala le-cyber lingenza izinqubo ezithile ngokuzenzakalela, okuhlanganisa: 

    • Ukugada okubanzi - izikena ezizimele eziqoqa ulwazi kumanethiwekhi aqondiwe, okuhlanganisa amasistimu awo axhunyiwe, ukuzivikela, nezilungiselelo zesofthiwe. 
    • Izikhali ezinkulu - Amathuluzi e-AI ahlonza ubuthakathaka nengqalasizinda nokudala ikhodi ukuze kungene lezi zintuba. Lokhu kutholwa okuzenzakalelayo kungase futhi kuqondise kumasistimu ezinto eziphilayo ezidijithali noma izinhlangano. 
    • Ukulethwa noma ukugetshengwa - Amathuluzi e-AI asebenzisa i-automation ukwenza ukugebenga ngomkhonto nobunjiniyela bomphakathi ukuze kukhonjwe izinkulungwane zabantu. 

    Kusukela ngo-2023, ukubhala ikhodi eyinkimbinkimbi kusengaphakathi kwendawo yabahleli bezinhlelo zabantu, kodwa ochwepheshe bakholelwa ukuthi ngeke kuthathe isikhathi eside ngaphambi kokuba imishini nayo ithole leli khono. I-DeepMind's AlphaCode iyisibonelo esivelele sezinhlelo ze-AI ezithuthukile. Isiza abahleli bohlelo ngokuhlaziya amanani amakhulu wekhodi ukuze bafunde amaphethini futhi benze izixazululo zekhodi ezithuthukisiwe

    Imithelela yokuhlasela kwe-inthanethi okuzenzakalelayo kusetshenziswa i-AI

    Imithelela ebanzi yokuhlasela kwe-inthanethi okuzenzakalelayo kusetshenziswa i-AI ingase ihlanganise: 

    • Izinkampani ezijulisa amabhajethi azo okuvikela i-inthanethi ukuze zenze izisombululo ezithuthukisiwe ze-inthanethi zokuthola nokumisa ukuhlasela kwe-inthanethi okuzenzakalelayo.
    • Izigebengu ze-Cybercriminal ezifunda izindlela ze-ML ukuze zenze ama-algorithms angahlasela ngokuyimfihlo amasistimu ezinkampani nezikahulumeni.
    • Ukwanda kwezehlakalo zokuhlasela kwe-inthanethi okuhlelwe kahle futhi okuqondiswe ezinhlanganweni eziningi ngesikhathi esisodwa.
    • Isoftware ye-AI ecasulayo esetshenziselwa ukulawula izikhali zempi, imishini, nezikhungo zokuyala ingqalasizinda.
    • Isoftware ye-AI ecasulayo esetshenziselwa ukungena, ukuguqula noma ukuxhaphaza amasistimu enkampani ukuze kwehlise ingqalasizinda yomphakathi neyimfihlo. 
    • Abanye ohulumeni bangase bahlele kabusha ukuvikela kwedijithali kwemboni yabo yasekhaya ezimele ngaphansi kokulawulwa nokuvikelwa yizikhungo zabo zikazwelonke ze-cybersecurity.

    Imibuzo okufanele icatshangelwe

    • Yimiphi eminye imiphumela engaba khona yokuhlasela kwe-inthanethi okunikwe amandla i-AI?
    • Izinkampani zingakulungiselela kanjani okunye ukuhlaselwa okunjalo?

    Izinkomba zokuqonda

    Izixhumanisi ezilandelayo ezidumile nezikhungo zibhekiselwe kulo mbono:

    Isikhungo Sokuphepha Nobuchwepheshe Abasafufusa I-Automating Cyber ​​Attacks