Uburozi bwamakuru hamwe nibitero byo hanze
Uburozi bwamakuru bwonona icyitegererezo muguhindura amakuru yimyitozo, kandi ibitero byo hanze bihisha imbarutso yibanga ituma icyitegererezo kititwara neza kubuyobozi.
Incamake
Uburozi bwamakuru bwonona icyitegererezo muguhindura amakuru yimyitozo, kandi ibitero byo hanze bihisha imbarutso yibanga ituma icyitegererezo kititwara neza kubuyobozi. Ntacyo bitwaye kuko abanyamideli bagenda bigira kumakuru yakuweho, abantu benshi bashobora gutera umwanda bucece.
Uburozi bwa Data hamwe n’ibitero byo hanze byicaye ku masangano yubushobozi, imbaraga, no guhitamo kwa rubanda - aho umutekano, imiyoborere, nubuzimagatozi byemeza niba AI igezweho ifasha cyangwa yangiza mubipimo.
Kwibira cyane
Ibitero byuburozi bigabanyijemo intego ebyiri nini. Ibitero biboneka bigamije gutesha agaciro ukuri muri rusange utera ingero zanditse nabi cyangwa zangiritse. Ibitero byibasiwe ninyuma ni sneakier: icyitegererezo gikora neza kumasoko asanzwe ariko gitanga igitero cyatoranijwe nigitero igihe cyose imbarutso ihishe igaragara, nka pisikeli ntoya, interuro yihariye, cyangwa amazi atagaragara. Igikorwa cya BadNets cyerekanaga ikimenyetso cyo guhagarika ikimenyetso gisoma ikimenyetso cyanditseho 'umuvuduko ntarengwa.' Sisitemu zigezweho ziragaragara kuko zitoza kurubuga-rwamakuru. Abashakashatsi berekanye ko kugura domaine yarangiye inyuma yagace gato ka URL ya dataset bishobora kwangiza imibare yamakuru azwi kumadorari magana. Ururimi rwindimi narwo rushobora gusubizwa inyuma hifashishijwe uburozi bwiza bwo guhuza amakuru cyangwa ingero zerekana.
Ubushishozi
Inyuma yisuku yinyuma yinyuma iteye akaga cyane: ingero zuburozi zigumana ibirango byukuri kandi bisa nkibisanzwe kubasuzuma abantu, nyamara bashizemo imbarutso yikitegererezo yiga guhuza nicyiciro runaka. Mugusuzuma, kwerekana imbarutso bihindura ibyahanuwe mugihe ubunyangamugayo busukuye buguma hejuru, bityo kwemeza bisanzwe ntabwo bigifata. Ubwunganizi burimo gukusanya ibikorwa, umukono wikurikiranwa, imbarutso yo kwiyubaka, hamwe no kugenzura amakuru yerekanwe.
Kumenya Uburozi hamwe nibitero byo hanze
Kugirango wubake byimbitse, fata Data Poisoning na Backdoor Attack nk'icyitegererezo gikora, ntabwo ari ikintu kimwe. Sobanura ibyifuzwa, usobanure neza ibitekerezo, kandi utandukanye ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubikorwa, amakipe akomeye akoresha Data Poisoning na Backdoor Attack ihuza ubushobozi bwimbaraga hamwe nimiyoborere, umutekano, n'inzego zisobanutse neza. 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.
Catastrophique na burimunsi AI yangiza byombi biterwa nuwumva ingaruka ninde ushobora gukora. Mugihe kimwe, Gufata ibyago bibaho nka sci-fi mugihe ubushobozi bwiyongera. 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
Catastrophique na burimunsi AI yangiza byombi biterwa nuwumva ingaruka ninde ushobora gukora.
Catastrophique na burimunsi AI yangiza byombi biterwa nuwumva ingaruka ninde ushobora gukora. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Kumenya gusoma no kwandika rusange kandi byumwuga byerekana niba politiki yumutekano ikomeye ishoboka muri politiki.
Kumenya gusoma no kwandika rusange kandi byumwuga byerekana niba politiki yumutekano ikomeye ishoboka muri politiki. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibisobanuro bisobanutse bigabanya gufatwa ukoresheje impuha, laboratoire PR, hamwe namakinamico adasobanutse.
Ibisobanuro bisobanutse bigabanya gufatwa ukoresheje impuha, laboratoire PR, hamwe namakinamico adasobanutse. 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
Icyerekezo cyerekanwe kumodoka yikorera wenyine gusoma nabi ikimenyetso cyo guhagarara nkikimenyetso ntarengwa-mugihe icyapa gito gihari
Uburozi ishusho rusange dataset ihendutse mugushimuta domaine yarangiye yakira agace ka URL yishusho yayo
Gusubira inyuma kode-yo kurangiza kuburyo rero interuro ihishe ituma yinjiza code idafite umutekano
Kwangiza spam muyunguruzi ya rubanda itanga ibitekerezo kuburyo imeri yihariye imeri inyerera
Uburyo bwo Gushyira mu bikorwa
Uburozi bwa Data hamwe ninyuma yibitero mubikorwa
Icyerekezo cyerekanwe kumodoka yikorera wenyine gusoma nabi ikimenyetso cyo guhagarara nkikimenyetso ntarengwa cyihuta mugihe akantu gato gashikamye.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Uburozi bwa Data hamwe ninyuma yibitero mubikorwa
Uburozi ishusho rusange dataset ihendutse mugushimuta domaine yarangiye yakira agace ka URL yayo.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Uburozi bwa Data hamwe ninyuma yibitero mubikorwa
Gusubira inyuma kode-yo kurangiza kuburyo rero interuro ihishe ituma yinjiza code idafite umutekano.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Uburozi bwa Data hamwe ninyuma yibitero mubikorwa
Kwangiza spam muyunguruzi ya rubanda itanga ibitekerezo kuburyo imeri yihariye imeri inyerera.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Ingaruka & Kurinda
Gufata ibyago bibaho nka sci-fi mugihe ubushobozi bwimbaraga.
Kwitiranya umutekano wibicuruzwa byo hejuru hamwe no guhuza munsi y'ubwigenge buhanitse.
Kureka abatari Icyongereza nabatari abahanga bafite isoko yo hasi gusa.
Igishushanyo mbonera
Gutandukanya ibicuruzwa byangiza, gukoresha nabi, no gutakaza-kugenzura / ingaruka mbi.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Baza ibimenyetso byahindura uko ubona ku gihe n'uburemere.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Hitamo inkomoko yibanze nibisobanuro bifatika kubisabwa byo kwamamaza.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Menya inzira imwe y'ibikorwa: umwuga, politiki, inkunga, cyangwa ubuhanga - ntabwo ari ukumenya gusa.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza Ubushakashatsi
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