Incamake
Igitero cyerekana abanyamuryango kigerageza kumenya niba amakuru yumuntu runaka yakoreshejwe mugutoza icyitegererezo, mugushakisha icyitegererezo. Ntacyo bivuze kuko kwemeza ko umuntu yari mumahugurwa yubuvuzi cyangwa imari birashobora kuba ubwicanyi bukabije.
Ibitero by’abanyamuryango ni ibyerekeye imibereho myiza n’imiyoborere ya AI, aho politiki, kubazwa, hamwe n’icyizere rusange bigira ingaruka ndende.
Kwibira cyane
Umwanzuro wabanyamuryango ukoresha ubushishozi bworoshye: moderi ikunda kwitwara ukundi kumibare bafashe mumutwe mugihe cyamahugurwa namakuru batigeze babona. Igitero cya seminari 2017 cyagabwe na Shokri na bagenzi be batoje 'igicucu cyerekana' igana intego, hanyuma bahugura abashyira hamwe kugirango bamenye ikizere cyabanyamuryango nabatari abanyamuryango. Ibitero byinshi nyuma biroroshye: urugero rwabanyamuryango akenshi rutanga igihombo gito cyangwa ikizere cyinshi kuruta ugereranije nabatari abanyamuryango. Kurenza urugero byongera iki cyuho, kubwibyo gufata mu mutwe cyane cyangwa inyandiko zidasanzwe biragaragara cyane. Akaga ni ibintu bisanzwe. Niba icyitegererezo cyahuguwe gusa kubarwayi bafite isuzuma ryihariye, kwerekana abanyamuryango byerekana isuzuma. Ibi bitero nibizamini bisanzwe byerekana niba icyitegererezo gisohora amakuru yimyitozo.
Ubushishozi
Ibitero bikaze bigezweho, nka Likelihood Ratio Attack (LiRA), ihindura ingero zingero zigereranya igihombo cyicyitegererezo cyerekanwe kubitabo byagabanijwe kubihombo byatanzwe nabanyamideli benshi bahuguwe kandi badafite iyo nyandiko. Ihinduramiterere rikuraho urusaku kurugero rworoshye cyangwa rukomeye, rukarishye ibimenyetso byabanyamuryango-nabatari abanyamuryango kandi bizamura cyane igipimo cyiza-cyiza ku giciro gito-cyiza.
Kumenya Ibitero Byabanyamuryango
Igitero cyerekana abanyamuryango kigerageza kumenya niba amakuru yumuntu runaka yarakoreshejwe mugutoza icyitegererezo, mugushakisha icyitegererezo. Ntacyo bivuze kuko kwemeza ko umuntu yari mumahugurwa yubuvuzi cyangwa imari birashobora kuba ubwicanyi bukabije. Ibitero by’abanyamuryango ni ibyerekeye imibereho myiza n’imiyoborere ya AI, aho politiki, kubazwa, hamwe n’icyizere rusange bigira ingaruka ndende. Kugirango wubake byimbitse, fata ibitero byabanyamuryango nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amatsinda akomeye akoresha Abanyamuryango Batera Ibitero byombi byongerera ubushobozi imiyoborere, 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.
Ibyemezo bya societe bigena inyungu ninde ufite ibyago. Muri icyo gihe, ibirego byinshi bishobora gukwirakwira vuba kuruta ibimenyetso no kugenzura inshingano. 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
Ibyemezo bya societe bigena inyungu ninde ufite ibyago.
Ibyemezo bya societe bigena inyungu ninde ufite ibyago. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Inzego za Leta, amashuri, n’ubucuruzi byose bishingiye ku miyoborere myiza ya AI.
Inzego za Leta, amashuri, n’ubucuruzi byose bishingiye ku miyoborere myiza ya AI. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Igishushanyo mbonera cya politiki kirashobora guteza imbere umutekano utabujije guhanga udushya.
Igishushanyo mbonera cya politiki kirashobora guteza imbere umutekano utabujije guhanga udushya. 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
Kugenzura uburyo bwo gusuzuma ibitaro kugirango harebwe niba inyandiko z'abarwayi ku giti cyabo zishobora kumenyekana nk'amakuru y'amahugurwa
Kwerekana GDPR ijyanye no kumeneka werekana icyitegererezo cyafashe mu mutwe inyandiko zabakoresha
Umutuku-uhuza icyitegererezo cyururimi kugirango ugerageze niba imeri yihariye cyangwa inyandiko byari mumyitozo yabyo
Gusuzuma niba imyitozo itandukanye-yerekeye ubuzima bwite yafunze icyuho cyabanyamuryango-n’abatari abanyamuryango
Uburyo bwo Gushyira mu bikorwa
Ibitero Byabanyamuryango Ibitero mubikorwa
Kugenzura uburyo bwo gusuzuma ibitaro kugirango harebwe niba inyandiko z'abarwayi ku giti cyabo zishobora kumenyekana nk'amakuru y'amahugurwa.
Kugenzura uburyo bwo gusuzuma ibitaro kugirango harebwe niba inyandiko z’abarwayi ku giti cyabo zishobora kumenyekana nk’amakuru y’amahugurwa Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho biri imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi akurikirana inyungu zibyara umusaruro n’ikosa ryigihe.
Ibitero Byabanyamuryango Ibitero mubikorwa
Kwerekana GDPR ijyanye no kumeneka werekana icyitegererezo cyafashe mu mutwe inyandiko zabakoresha.
Kwerekana GDPR ijyanye no kumeneka werekana icyitegererezo cyafashe mu mutwe inyandiko z’abakoresha Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Ibitero Byabanyamuryango Ibitero mubikorwa
Umutuku-uhuza icyitegererezo cyururimi kugirango ugerageze niba imeri yihariye cyangwa inyandiko byari mumyitozo yabyo.
Gutukura-guhuza ururimi rwicyitegererezo kugirango ugerageze niba imeri cyangwa inyandiko byigenga byari mumyitozo ya corpus Amakipe ubusanzwe abona ibisubizo byiza mugihe asobanura ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Ibitero Byabanyamuryango Ibitero mubikorwa
Gusuzuma niba imyitozo itandukanye-yerekeye ubuzima bwite yafunze icyuho cyabanyamuryango-n’abatari abanyamuryango.
Gusuzuma niba amahugurwa atandukanye-yiherereye yarafunze abanyamuryango-n’abatari abanyamuryango Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Ingaruka & Kurinda
Ibisabwa byinshi birashobora gukwirakwira vuba kuruta ibimenyetso no kugenzura inshingano.
Imiyoborere idakomeye irashobora gusiba icyuho kibaye mugihe habaye ingaruka.
Imbaraga zirashobora kwibanda mugihe cyo kubona, gukorera mu mucyo, no kugenzura ari bike.
Igishushanyo mbonera
Menya abafatanyabikorwa bireba nibibi bifite akamaro kanini.
Menya abafatanyabikorwa bireba nibibi bifite akamaro kanini. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Shiraho gukorera mu mucyo amakuru, icyitegererezo, n'ibyemezo.
Shiraho gukorera mu mucyo amakuru, icyitegererezo, n'ibyemezo. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongeraho isubiramo ryigenga cyangwa itukura-itsinda ryipimisha sisitemu nyinshi.
Ongeraho isubiramo ryigenga cyangwa itukura-itsinda ryipimisha sisitemu nyinshi. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kuvugurura politiki no kugenzura uko ubushobozi nuburyo bukoreshwa bigenda bihinduka.
Kuvugurura politiki no kugenzura uko ubushobozi nuburyo bukoreshwa bigenda bihinduka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.