Ukwazisa: Imbonakalo ejikelezayo yezobuphekula

Kumashumi amabini eminyaka adluleyo, ubugrogrisi buye batshintsha ngokuphawulekayo. Kudlule iintsuku apho izisongelo zazisetyenziswa kakhulu ngokwasemzimbeni kwaye zibekwe kwimimandla ethile. Namhlanje, imibutho yabanqolobi isebenzisa kakubi ii-meters zomhlaba, imigangatho yamanani, kunye neenkqubo zemali ukuze ifumane, ilawule, kwaye ilungelelanise uhlaselo. Ngokuphendula, iziphumo zobugrogrisi ziye zaxhomekeka kakhulu kubugcisa ukuze zihlale zikho ngaphambi kwezi zilwani zilungelelanisayo. Ukusuka ekuboneni ngokulula okuzinzileyo, ukutshintsha kobukrelekrele, ukusetyenziswa kwezixhobo, ubugcisa obunceda ukufumanisa, ukuphazamisa, ukupheza nokucima izinto ezintsha kunye neengxaki zemilinganiselo yokuziphatha. Eli nqaku lihlola indima ebalulekileyo ephambili esetyenziswayo kule mihla, ukuhlola ulwazi, uhlaluko, ubugcisa lwe-itersectersectic, kunye nokuphuhlisa iprojectivesting eziza evelisa indlela eza kusetyenziswa kwilizwe elizayo.

Umthamo wamanani kunye nohlolo

Uphando lwamanani lungumthombo wentlanganiso yobuntlola obukhoyo ngoku obuchasene nezobuphekula. Amaqumrhu okhuseleko ngoku ayakwazi ukufumana uludwe lobugcisa obunceda abantu, amaqela nothungelwano oluqhubekayo. Ezi zixhobo zinyuse umlinganiselo kunye nesantya soqokelelo lobukrelekrele, zivumela abasemagunyeni baqonde yaye baphelise izisongelo ngaphambi kokuba bazenze.

Isakhiwo semifanekiso sesatellite kunye nobuntlola beGeospatitial

Iisatellite ezixhotyiswe ngeekhamera eziphezulu ezilungisa indalo kunye nerada yentunja yenqwelo-moya esetyenziswayo zinika intsalela eqhubekayo yemimandla ebanzi, kuquka imimandla ekude apho amaqela abanqolobi asebenza khona. IGeospatitial (GEOINT) ivumela abahlalutyi ukuba balandele intshukumo zoothotho, baluve ulwakhiwo lweziqendu, kwaye bajonge utshintsho kwimifuno okanye kwizixhobo ezinokubonakalisa imisebenzi efihlakeleyo. I-Geosparial-Interellicce Agency (NGA) eUnited States isebenzisa rhoqo ugcino-lwazi olunjalo ukuxhasa umkhosi kunye nomthetho olwakhiwo lwe-Rhaviki. Umzekelo, i-tellitellitey iye yasetyenziswa ukuchonga iindawo zokuqhumisa iinqwelo-moya ezidubula nokuqinisekisa imisebenzi ebekeka kumda.

Imfazwe Edilikayo Nentabalala Eqhubekayo

Izithuthi zenqwelo-moya ezingekho mgangathweni (UAVs), eziqhele ukubizwa ngokuba zii-drones, ziye zasetyenziswa ngokubalulekileyo kwimisebenzi yobuphekula. Ii-Drone zinika ukhangelo olungapheliyo, olusezantsi nolunokusetyenziswa ekuzinziseni amaxhoba aphezulu eeyure okanye kwaneentsuku. Xa zixhotyiswe ngezixhobo eziphambili zokulwa (iii-iimviwo-injiko), kunye neempawu zobulumko zokuhlawula imigcwabo-izo, zingadlulisela ixesha lokwenene levidiyo kunye nonxibelelwano oluyamkelweyo kumaziko asemhlabeni. Ukusetyenziswa kwee-drones ezixhobileyo ngenxa yokuhlasela iinkokeli zabanqolobi kuphawulwe kakuhle, kodwa iimvolozelelo zemisebenzi yobugcisa obuzimo-luvolo luchana ngokulinganayo. Ngokutsho kwengxelo ye-[FOLD:0], umgangatho wookanye nobuchule obukhethekileyo bolwazi oluphezulu lombane othe kratyalwano.

Uhlolo lombane nobuchule bophawu

Imiqondiso yobuchule (SIGINT) ibandakanya ukunqanda unxibelelwano lwezibonelelo ze-elektroniki, kuquka iifowuni, ii-imeyili zomnxeba, kunye nogcino-lwazi olugqithiswe kwii-intanethi. I-PRODUCT enjenge-National Security Agency (NSA) isebenzisa ulwahlulo oluphambili lwe-algorithm kunye nohlalutyo lwe-metametam ukuchonga iipayinti ezinxulumene neeseli zobugrogrisi. Kwiimeko ezininzi, ukujonga nge-electronic ivumela amandla okhuseleko ukuba aphumele onke amaziko emisebenzi ngaphandle kokufumana ukhuseleko. [FFL:1]

Uhlalutyo logcino-lwazi kunye nobuntlola obenziweyo

Ugcino-lwazi olukrwada lokuhlola luxabiseke kuphela njengohlalutyo oluyiguqula ibe bubulumko obusebenzayo. Umthamo opheleleyo wogcino-lwazi olwenziwa lunxibelelwano lwangoku, uthungelwano lwentlalo-ntle, kunye nentengiselwano yemali ugqitha kakhulu kumandla omntu obuchule bokuyila. Oku kulapho ubuntlola obungeyonto (AI) kunye nokufunda umatshini (ML) kuba nenkathalo. Iinkqubo ze-Al-drivens zingahlunga kwiipateni zogcino-lwazi, zichonge iipateni ezichuliweyo, kunye neeflegi ezinokuthi abahlalutyi abasebenzi bangayi kuphosa.

Ukwamkelwa kwePateni kunye nohlalutyo loqhagamshelwano

Iimodeli zokufunda iimatshini ziqeqeshelwe ukuphawula iimbonakaliso zomsebenzi wabanqolobi ongokwembali, ezifana neentlobo ezingaqhelekanga zokuhamba, izikhonkwane ekunxibeleleni konxibelelwano olufihlakeleyo, okanye ukufuduswa kwemali ngequbuliso. Izixhobo zokudibanisa, ezisoloko zinikwe i-mepu ngee-data zegrafu, ulwalamano phakathi korhalaniso oluziwayo kunye noqhagamshelwano lwabo, ukutyhila unxulumano olufihliweyo. Umzekelo, umntu obonakala ehamba kwindawo ejongene neendawo zokuhamba kufutshane nendawo ekujoliswe kuyo, udityaniswa ngeengxelo zemfono ezingaziwayo. Iinkqubo ezinjalo zingenza uthungelwano lwezikrokre, ezivumela abahlalutyisi ukuba baqhube imilinganiselo. Ukusetyenziswa kwemiboniso efihlakeleyo echasene ne-Grobithi kuphawulwe ngamaziko okujikelezayo kunye nokhuseleko, njengeeenjiko ze-[FLD [F:0]

Ubuchule bokuxela kwangaphambili noqikelelo lwesisongelo

Amanye amasebe alwa ne-athom athe aqikelela ukuba i-algorithm izakuxela kwangaphambili apho kunokwenzeka khona kwaye xa kunokwenzeka uhlaselo. Le mizekelo idibanisa ugcino-lwazi lweziganeko zembali kunye neziphumo zokwenene zentlalo-ntle, njengeekhalenda ezinkulu, kunye neemeko zemozulu ,(ukuvelisa iimaphu zomngcipheko. Ngelixesha kudala, isalathisi esingaphambili, sisetyenziselwa ukunikezela ngezixhobo zokuhlola izinto ngexesha lembutho ephezulu okanye iingqungquthela zezobupolitika. Abaxhasi baphikisa ukuba imizekelo enjalo ingathintelwa kukugatya nokuqwalasela imimandla ephezulu. Abagxeki, noko ke, banyusa inkxandumiso nge-algoric kunye nokunga kakuhle okunokuthi kubangele ukukrokrala okunga ngokufanelekileyo koluntu oluqhelekileyo. Ufundisi olwenziwa yi-Centers [FFL:] Brenan ye-Centersstys [FFF] yezoult: [1]

Uhlolo lwezosasazo loluntu kunye nohlalutyo lothutho

Amaqela amagrogrisi abonise ukusetyenziswa okuntsonkothileyo kwe-media yezentlalo-ntle, ukubhaliswa, kunye nokuyilwa kokusebenza. Izixhobo zendalo ezinamandla a-II zivavanya izigidi zezithuba, iintetho, iintetho, kunye neevidiyo imihla ngemihla ukuva intetho engaqhelekanga, iminxeba yokuhlasela okucwangcisiweyo. Uhlalutyo lungabonisa ubunzulu bemeko yezemvakalelo, ngelixa uhlalutyo lwezikhundla lwezikhundla, ngoxa uhlalutyo lwezi zixhobo lweziko lwekhompyutha luchaza izinto eziqulukileyo. Ukhuseleko lwePlatformation olufana noluTwitter, kunye noTelegram luye lwasebenzisa ii-ofisi zikarhulumente ukukrola iingxelo ezithe krafikis. Noko ke, ukujongwa kwezixhobo zezixhobo zonxibelelwano olunzulu lwe-ographid kunyusolk-ognote.

Ukhuseleko kunye nemilinganiselo yokuthintela amanani

Imisebenzi yezobuphekula ayiphelelanga kwimimandla ephathekayo. Idabi elisetyenziswa ngomatshini lindawo enzima apho abanqolobi bafumana khona, banxibelelana, bacebe yaye bade bahlasele ngekhompyutha. Ukukhusela izinto eziluncedo nokuphazamisa inkqubo yezinto eziphilayo yabanqolobi kwi - Internet kuyinxalenye ebalulekileyo yenkqubo yobuphekula yale mihla.

Ukukhusela Isiseko Esimandundu

Ii-grid zamandla, iinkqubo zokunikezela ngamanzi, iinkqubo zokuthutha, kunye nokutshintshisana ngemali zidityaniswe kakhulu kwi-intanethi, zizenza zibe sengozini yokuhlaselwa yikhompyutha. Amaqela amaphekula kunye neevoteki zikarhulumente zisenokuhlasela ezi nkqubo zibangela ukuphazamiseka okusasazekileyo noloyiko. Ii-rhulumente ziye zafakela kakhulu kwimimiselo yekhompyutha, kuquka ukwenziwa kwesixokelelwano sokuphambanisa iinkqubo zekhompyutha, uthungelwano lweziphene, kunye nokungena rhoqo kovavanyo lwe-Cyberhecrime-S. Isebe lokhuseleko le Homeland liyakwazi ukuhlasela nokuhlasela i-Infactracraus Agement (CISA) inikela ugcino-mali kunye nokhokelo lokukhusela izinto eziyingozi. Intlalo zizwe ngezizwe, njengokuncedisana kwezixhobo zobuntloboyikiso kuvavanyo olufana noluvolu hlobo lwe-CYP.[1]

Ukuzinza kwe-intanethi kunye nokugqibezela

Imibutho yamatherorbia isebenzisa ii-apps ezifihlakeleyo zokuthumela imiyalezo, ii-forals, kunye nee-akhawunti zezentlalo-ntle ukutshintsha abantu kunye nezenzo zolungelelwano. Amanyathelo okubala amanani aquka ukuthatha umsebenzi, apho amaqonga asusa okuqulathiweyo okungqubana nemibandela yenkonzo, kunye nokudityaniswa kwezixhobo zonxibelelwano ngoxinzelelo olusemthethweni okanye ngobuchule. Ukusetyenziswa kwemibutho yonxibelelwano e-e-e-e-actradigidestions/imentations ardentifications ebangela ukukhutshwa kwenkcazelo eyingozi yempembelelo egqithisileyo, "iieprojectrityrations" ness as as ascel' umngenithilitivel obalulekileyo: ngelixareaders, ekwayibonelela ngokukhuselekileyo inkxaso-ogrogript widey. Ii-ader zolawulo lwehlabathi lonke ziyaqhubeka ukukhuthaza ukufikelela kweminxeba esemthethweni, iingxoxo ezifihlakeleyo zezo ezobugcisa kunye nezono zobugcisa.

Indima Yenkcitho Kwiziphumo Zophando LweAtlack

Emva kohlaselo lwabanqolobi, amaqela ekhompyutha e-evensic azama ukufumana kwakhona ubungqina bemichiza, iinkonzo zamafu kunye nee-nethwekhi. Iifowuni ezihambayo, ii-laptops, nezinye izixhobo ezidityanisiweyo zisoloko ziqulethe ubungqina obubalulekileyo, obufana neemaphu, ii-awuthi zothungelwano, nokukhangela imbali. Izixhobo ezifana nefomati ye-fomati ye-fomati inokukhupha ugcino-lwazi olucimiweyo, ii-epixels, kwaye zichonge ii-comprators ngokuhlola imetameterss. Izixhobo ezizizixhobo ezisetyenziswayo zinokusuka kwizixhobo ezikhoyo ezikhoyo ezikhoyo ezikhoyo kwimithetho yamazwe ngamazwe ngamazwe ngamazwe, ezihlala zikho ngoonolwazi oluntsonkongokwasemthethweni noluxandukuthethwano.

Ucelomngeni Nenkcaso Efanelekileyo

Ngoxa ubugcisa bukhuthaza amandla okulwa nobunqolobi, bukwavelisa iingxaki ezibalulekileyo ezimele zijongwe ukuze kuhlale abantu bethembekile yaye babambelele kumgangatho wedemokhrasi.

Ukukhululeka Kwabantu Ngecala

Ukusetyenziswa kakhulu kobugcisa bokuhlola kungqubana ngqo namalungelo abantu ekuhlaleni nakunkululeko yokuzichaza. Iinkqubo zogcino-lwazi lwemasile, ezifana nezo zatyhilwa nguEdward Snowden, zibonise ukuba oorhulumente bayakwazi ukuqwalasela bonke abantu ngaphandle kokukrokreleka. Imithetho efana ne-U.S. PARITIOTTTT Act kunye neUPU’s Regiategitation Powers Act inika amagunya aphezulu athe abagxeki bemida engaphaya kwemida esemthethweni. Ukubeka umlinganiselo ofanelekileyo phakathi kokhuseleko nemfihlolo kufuna ubuchule obunamandla, ukuqwalasela ikomiti yomthetho, nokucacisa imiqathango-mthetho. I-General Data ye-U. I-U. i-U.U.U.U.S.U.S.S.S.A.S.Ii-G.A.S.S.

Imithetho Yomthetho Nezinto Ezintle Zobuxoki

Iinkqubo ze-AI eziqeqeshwe kugcino-lwazi lwembali zingalufumana ilifa ucalucalulo olukhoyo kuloo data, olukhokelela ekujolisweni ngokungenakulinganiswa kwabantu abathile bobuhlanga, bonqulo, okanye bentlalo-ntle. Umzekelo, izixhobo zobupolisa ezithelekelelwayo zibonisiwe ngaphezulu kwe-polic mimandla emincinci, ukuqinisa imijikelo yokukrokraza nokuqhatha. Kwiziphetho ezichaseneyo, iinkqubo zobuxoki ezisuka kwi-Alpha zingenza uphengululo lwabantu abamsulwa. Ukuvavanya ukuba amanani e-algoritys alungile, ayachazwa, kwaye asoloko edityaniwe. Abaphandi bemi kuququzelo oluphezulu lwezigqibo. DAtasss, iimeko ezibhaliweyo ezibhaliweyo apho iimvavanyo ze-omatiliti ezikhokelela kwiziphumo ze-afrimoritive. Abenzi-omictiomist kufuneka bakhusele, njengoko izicwangciso eziphezulu zezigqibo ezikhoyo.

Imisebenzi Yesakhelo Sasemthethweni nokuphendula

Ukusetyenziswa kwemibutho elawulayo, imigaqo elawula xa kunokwenziwa ulawulo, indlela ugcino-lwazi olunokusetyenziswa ngayo, nendlela obusebenza ngayo ulawulo kwizigqibo ze-Al-driven kusekhona. Ukusetyenziswa kwezixhobo zokubulala ngaphandle kwedabi elisebenzayo, umzekelo, kuphakamise imibuzo entsonkothileyo phantsi komthetho wentlalo-ntle yamazwe ngamazwe. Ngokufanayo, ukusetyenziswa kobungqina obungaqondakaliyo be-AIAN enkundleni kuhlala kungaqiniseki. Amaqumrhu amazwe ngamazwe angaphandle afuna izithethe ezicacileyo ekusetyenzisweni kobugcisa kwi-RGBGBS, kodwa ukuvuma kucotha ukuphuhlisa. Ngaphandle kokucacileyo komthetho oonogada, izixhobo zokunceda ezilungiselelwe ukukhusela abemi, zinokusetyenziswa ngokugqwetha i-RGBSCSC.

Utyekelo Lwexesha Elizayo Kwinkqubo Yobugcisa Yokulwa Nobunqolobi

Xa ukhangela phambili, ubugcisa obuninzi obuvelayo buthembisa ukutshintsha ngokubhekele phaya imisebenzi yokulwa nezobuphekula, kodwa bukwazisa iingxaki ezintsha nezomthetho.

QuantumPersonal

Ubalo lunako ukwaphula imithetho emininzi yokukhowuda ekhusela unxibelelwano ngoku. Kumaziko achasene nobugrogrisi, oku kunokwenza ukuba kubhalwe ngokufihlakeleyo unxibelelwano lwangaphambili olukhuselekileyo lwabanqolobi, kunika ubuntlola obungakaze bubonwe ngaphambili. Noko ke, ikhompyutha yequantam ingasetyenziswa nangabatshaba ukukhutshelwa iimfihlelo zikarhulumente okanye ukuphazamisa iinkqubo zemali. Uhlanga lokuphuhlisa i-quantaum-istintant statugrography sele iphantsi kwendlela, kwaye iziphumo zayo ziya kubumba ikamva lokhuseleko lwamanani kunye nezixhobo ezilwayo kamashumi eminyaka.

Ukulungelelaniswa kwendalo kunye nemigaqo-nkqubo yokuziphatha

Ukwaziwa kobuso, uvavanyo lwe-is scan, ukwazi ilizwi, kunye nohlalutyo lwezikhundla ziya zichanabeka ngakumbi. Iinqwelo-moya, iintsika zomda, kunye nezithuba zikawonke-wonke zisebenzisa iinkqubo ze-biometrics ukuchonga abantu abanomdla. Ii-alytics, ezihlalutya iipakethi ezifana nokuhamba okanye ukuchwetheza, zingababonisa abantu xa bezama ukufihla ubuso babo. Ngoxa ezi zixhobo zikhulisa amandla okukrokretha izala, zikwandisa nemibandela enzulu, ingakumbi xa zibekwe elubalaleni ngaphandle kwemvume. I-Europe Union iqwalasela imithetho enokuthi ithintele ukusetyenziswa kobuso bokwenyaniso ekuhleni, ibonakalisa ukubonakala ukukhula kwenkxalabo.

Iinkqubo ezizimeleyo kunye nezibane zendlela ze-Surm

Ii-drones kunye nezibanethi ezisemhlabeni ziya zizenza zizimele, zikwazi ukuphatha iingqiniba okanye zikwazi ukuhlasela ngaphandle kokulawulwa ngabantu. Ubugcisa be-Swarm, apho iirobhothi ezininzi zidibanisa izenzo ezifanayo nezisengqondweni yebhombu, zingasetyenziswa ukugquma iindawo ezinkulu ngokukhawuleza okanye zibangele ukuphazamiseka ngexesha lohlaselo. Noko ke, ukuthunyelelwa kwezaphuli-mthetho ezibulalayo kwiimatshini kubangela impikiswano enkulu. Izizwe ezininzi zimi ngelithi umntu kufuneka ahlale exhathisani nayiphi na indlela yokusebenzisa amandla. Njengoko ezi nkqubo zihambela phambili, imilinganiselo yokuziphatha kunye nemigaqo yomthetho iya kufuna ukuvumelana ngononophelo.

Ukusetyenziswa kogcino-lwazi olwenziwa lwandisiwe kunye nokusetyenziswa

Imisebenzi yexesha elizayo ephikisana ne-orethoric iza kuxhomekeka nakukukudityaniswa okukhudlwana kogcino-lwazi olusuka kwimithombo eyahlukeneyo ````satellites', drones', izivo zehlabathi, izimvo zoluntu, ireyidi zoluntu, iirekhodi zemali, kunye nogcino-lwazi oluphambili lwezomthetho. Ulwamkelo oluphambili lweplatfomu, olwakhiwe nge-IP, luzakwenza ukuba olu lwazi lube lunye, oludityaniweyo. Ukulungelelatha phakathi kwabameli namazwe ahlangeneyo kuya kuba lunengxaki ekuthinteleni izithuba zobuntlola. Izixhobo ezifana ne- Inkcustom zenzululwazi yokhuseleko nolawulo lweziko lwezezobugcisa, ziya kuvavanywa ukuba zithelelw'iiiiiiiiiiiiiie.

Isiphelo

Ubuxhakaxhaka buye basetyenziswa kakhulu ekulweni nobugrogrisi. Ukusuka ekuhloleni isalathisi ukuya kumlinganiselo we-Al-driven kunye nokhuseleko lwe-computer, izixhobo zale mihla zibangela ukuba kufunyanwe ngokukhawuleza, ungenelelo oluchanekileyo, kunye nokhuseleko olungcono lwezinto ezibalukileyo. Kodwa zona kanye ezo zinto zokwenza ukuba ezi teknoloji zibe namandla anzulu, zizezezezezomthetho. Ukungaqiniseki, ukuphendula ityala, nokuqinisekisa ukuba imicimbi echasene ne-athorive, nokuphendula komthetho-computernetics kufuneka zibhalwe ngokunye okusebenzayo kodwa zixhomekeke kwindlela yokusebenzisa ubugcisa.