Isingeniso: INdawo Eshintshashintshayo Yezezenqabela - mbuso

Kuleminyaka engamashumi amabili edlule, ubuphekula buye bashintsha kakhulu. Sekudlule izinsuku lapho izinsongo zisetshenziswa kakhulu ngokomzimba futhi zivalelwe ezindaweni ezithile. Namuhla, izinhlangano zamaphekula zisebenzisa kabi izinqubo zembulunga yonke, i-digitation, i-digit plat, nezimiso zezimali ukuze zijobele, zibangele ukuhlasela okusheshayo. Ngokuphendula, imishini yokulwa nobuphekula iye yancike kakhulu ebuchwephesheni ukuze ihlale ikhona ngaphambi kwalezi zithathi zifo ezizinhlangothini ezizilawulayo. Kusukela ekuhloleni imishini yokuzenzela kuya emishinini, ubuchwepheshe bunikeza amathuluzi adingekayo ukuze kuhlolwe, kuphazamise, futhi kuphendulwe imisebenzi yamaphekula amaphekula amaphekula amaphekula amaphekula, ukuhlola ulwazi, ukuhlola ulwazi, ukuhlanganisa i-iterculveratic, nokuveza inqubo ekhona esikhathini esizayo.

Ukuhlolwa Kwezinombolo Nokuhlolwa

Ukuqapha kwemishini kumisa umgogodla wokuhlangana kwezokulwa kobuphekula kwamanje. Izinhlangano zokulondeka manje ziyakwazi ukuthola uhide lwezobuchwepheshe olusiza ukuba kuqashelwe abantu ngabanye, amaqembu, nezokuxhumana. La mathuluzi anwebe izinga lobuhlakani nokusheshisa, avumele iziphathimandla ukuba zibone futhi ziqede izinsongo ngaphambi kokuba zingene.

Isithombe Sesiphuphutheki Nokuhlakanipha KwamaGeospatitial

Iziphuphutheki ezihlonyiswe ngamakhamera aphezulu alungisa imoto nerada ye-apper ewenziwe ngemishini zinikeza ukuhlanganiswa okuqhubekayo kwezindawo ezibanzi, kuhlanganise nezindawo ezikude lapho amaqembu amaphekula evame ukusebenza khona. I-Geospatial (GEOINT) ivumela abahlaziyi ukuba balandele imishini yezokuhamba, bazwe ukwakhiwa kwezindawo zokuqeqesha, futhi bahlole ushintsho lwezitshalo noma lwezisekelo ezingase zibonise imisebenzi eyimfihlo. I-National Geosparial-Interellice Agency (NG) e-United States isebenzisa njalo ukwaziswa okunjalo ukusekela imishini elwa ne-oooomatistricism. Ngokwesibonelo, iziphuphutheli ziye zasetshenziswa ukuveza izindawo zokukhiqiza iziqhuma kwezindawo eziqhumayo nokuhlola izikhali.

Impi Engenawo Amandla Nenani Eliphikelelayo

Izimoto zasemoyeni ezingalawulwa, ezivame ukubizwa ngokuthi ama-drones, ziye zadingeka kakhulu emikhankasweni yokulwa nobuphekula. Ama-Drone anikeza ukuqapha okungapheli, okungalawuleki okungakholekiyo kokungajaha izisulu zenani eliphakeme amahora amaningi noma ngisho nezinsuku. Uma zihlonyiswe ngemishini ephambili (i-octro-opability), i-infrage, kanye nezimpawu zezimpawu zokuthwesa izimpahla ezithwebulayo (i-droness), zingadlulisela ividiyo yangempela kanye nezokuxhumana. Ukusetshenziswa kwezikhali ezihlotshiswe ngenxa yokuhlasela abaholi bamaphekula amaphekula kuye kwaphawulwa kahle, kodwa ikhono labo lokuhlola izikhali libhalwe kahle ngemisebenzi engokwezenzweni, kodwa ukuveza iqhaza eliqhubekayo. Ngokombiko we-[FLDF:0] [FF1], i-drune i-drone ye-tectivesss projectivesssss, isungulwe kakhulu kakhulu kakhulu yezenzo yezenzo yezenzo, kodwa futhi i-ognomoduze ngobuchwepheshe

Ukuhlolwa Kobuchwepheshe Nokuhlakanipha Kwezimpawu

Izimpawu zokuhlakanipha (SIGINT) zihlanganisa ukuvimbela ukuxhumana ngocingo, kuhlanganise nezingcingo, imiyalezo yokuthumela imiyalezo, nokwaziswa okudluliselwe kuyiminyango. Imishini efana ne-National Security Agency (NSA) isebenzisa i-templated ephambili yokukhipha i-algorithm nokuhlola i-metametam ukuze ibone izindlela zokuxhumana ezihlobene namangqamuzana amaphekula. Ezimweni eziningi, ukuhlola ngemishini kuvumela amandla okuvikela ukudweba yonke iminxaktha yokusebenza ngaphandle kokufuna ukufinyelela ngokoqobo. I-Coctiveial systelliat isiza ukulandelela izisulu zenani eliphakeme leze-tellitellics ezindaweni ezikude. Amathuluzi anamuhla ahlanganisa nekhono lokuxhumana ama-geoglocate cell kanye nezinye izingcingo zomsakazo zomsakazo eziyingozi, okwenza kube nzima kakhulu ukuba amaphekulaphu alondoloze ukusebenza. [[FL:][FF] ku-FT] ku-Foctivelsethiwertic] emishini ezikhali ezisebenza kakhulu.[1]

Ukuhlaziya Ukwaziswa Nokuhlakanipha Okuklanywe

Imininingwane eqinile yokuhlola ibaluleke kakhulu njengokuhlaziya okuyenza ibe ukuhlakanipha okusebenzayo. Umthamo omkhulu wokwaziswa okubangelwa yizokuxhumana kwanamuhla, izokuxhumana, kanye nentengiselwano yezimali kudlula kakhulu amandla omuntu obuchwepheshe (AI) kanye nokufunda ngomshini (ML). Izimiso ze-Al-driven zingahlunga ngemikhondo efihlwayo, ibone imiklamo engabonakali, kanye ne-fulegi ezingekho ezincupheni ezingafunwa abantu abahlaziywa yizo.

Ukuqashelwa Kwendlela Ethile Nokuhlaziya Okuhlobene

Imishini yokuhlola imishini iqeqeshelwe ukuqashelwa kokwaziswa okungokomlando okungokomlando okubonisa ukuhlelwa kwezenzo zobuphekula, njengezindlela zokuhamba ezingavamile, izikhombi ezidluliselwe ngokuyimfihlo, noma ukuthunyelwa okungalindelekile kwezezimali. Ukuhlobana kwamathuluzi okuhlola, ngokuvamile okugunyazwa ngemishini ye-graphgraph, ukuxhumana phakathi kwabasoli abaziwayo nabaxhumani babo, ukwembula izinxulumani ezifihliwe. Ngokwesibonelo, umuntu obonakala ehamba ngokuhlola indawo eseduze nendawo eqondisiwe, angahlanganiswa ngamarekhodi ocingo kumphathi ongaziwa. Izimiso ezinjalo zingazenza imishini yokuhlola izimpawu ezibonakalayo, ivumele abahlazingeli ukuba iholele phambili. Ukusetshenziswa kokuqashelwa kwemidwe kwe-a ezindaweni ezimelene ne-Grobistism kuye kwafakazelwa yizinhlangano ezifundwe ngokuhlolwayo zezobuchwepheshe nokulondeka, njengaleyo [FL:0] i-Bel Center Center for Science and International Affans [F1]

Ukubikezela Nokubikezela Okusongelayo

Ezinye izinhlangano ezilwa nezokuhlasela zizama ukubikezela ukuthi iziphi izinqubo ezibikezela ukuthi ziyokwenzeka nini futhi nini lapho kuhlasela. Lezizimo zihlanganisa ukwaziswa okungokomlando kanye nezithako ezingokoqobo zezezenhlalo, amakhalenda amakhulu, nezimo zezulu , zokwenza amabalazwe ezingozi. Njengoba kusaqala, kusetshenziswa izimpawu zokuhlola ukuthi imithombo ephakeme yemidlalo ephakeme yemidlalo efana ne-Olympics noma iziqongo zezombangazwe. Abasekeli baphikisa ukuthi imifanekiso enjalo ingavimbela ukuhlasela ngokugxilisa izimpawu zezehlakani nangokuhlola izifunda ezifundelwa ezindaweni eziphakeme. Nokho, kunyuse ukukhathazeka ngemibono engoko yokungavumelani izimpawu nokungamangalelwa okungafanelekile okungaholela ekusondweni kwemiphakathi engekho ngokomthetho. Ukuhlolwa yi-Centen Center [FFF] [FFF]

Ukuhlola Nokuhlaziya Okungokwezokuxhumana

Amaphekula aye abonisa indlela eyinkimbinkimbi yokusebenzisa imithombo yezokuxhumana esakaza inkulumo - ze, ukuqamba nokuhlela. Ukuhlelwa kolimi lwemvelo olunamandla e-AI kuhlola izigidi zezinsika, iziphakamiso, ama-tep, namavidiyo nsuku zonke ukuze athole ukukhulumela okungalawuleki, izingcingo ezihlongo ezihleliwe. Ukuhlola kobuphekula kungaveza amandla angokomzwelo ezindawo zokuxhumana, kuyilapho ukuhlaziya kwenethiwekhi kuveza ukulandisa okugcwele. Izenzo zokhuseleko esinjenge-Facebooka, i-Twitter, ne-Telegram zisebenzisa izinhlangano zikahulumeni ukuze zifune ukusola ama-akhawunti. Nokho, ukuhlola kwezezindaba zomphakathi kuphakamisa imfihlombe nezindaba ezikhululekile. Izimiso zezokuhlola i-algistratemmethi ezingoko yokwaziswa kwabantu zingenza ukubukeka okungenanzuzo. Ukulinganisela phakathi kwenkululeko yomphakathi phakathi kwenkululeko yomphakathi nenkululeko ehlala phakathi kwe-RGlobation.

Ukuvinjelwa Kwezinqubo Nezindlela Zokuvimbela Amanani

Imisebenzi yobuphekula ayigcini ezindaweni ezingokoqobo kuphela. Indawo elawula imishini iyindawo yempi ebucayi lapho amaqembu amaphekula eqala khona ukulwa, axhumane, ahlele ngisho nokuhlasela nge - Internet. Ukuvikela izakhiwo zemvelo eziyingozi nokuphazamisa isayensi yamaphekula kuyizakhi ezibalulekile zamaqhinga anamuhla okulwa nobuphekula.

Ukuqinisekisa Iziyalezo Ezibucayi

Ama-rouped project, izinqubo zokunikeza amanzi, izinxulumani zokuthutha, kanye nokushintshana kwezimali kuxhumene ne-inthanethi, kuzenza zibe yizisulu zokuhlaselwa kweze-inthanethi. Amaqembu amaphekula kanye namaphepha okuvota agunyaziwe kahulumeni angase ahlasele lezimiso ukuze abangele ukuphazamisa nokuthuntula uvalo okukhulu. Ohulumeni baye bafaka imali eningi kakhulu ekusebenziseni i-inthaneti, kuhlanganise nokusetshenziswa kwezimiso zokuhlola izinhlelo zokuthumba, ukuhlanganisa izingxenye zezokuhlolela, nokuhlola njalo. U. U.S. UDwenga lokuvikela i-Holland Security’s Cybersecurity ne Instructionagement (CYRAUS) uhlela ukuvikela i---Ulters.[1]

Ukuchitha Ukubuya Kwe - Internet Nokugcina Iminyaka

Izinhlangano zamaphekula zisebenzisa izinqubo zokuthumela imiyalezo eziyimfihlo, izikhawu ze-comments, kanye nama-akhawunti ezokuxhumana ukuze ziguqule abantu futhi zihlanganise izenzo. Izilinganiso zezibalo zihlanganisa ukuthatha izikhawu, lapho amapulatifomu esusa khona okuqukethwe okungavumelani nemibandela yenkonzo, kanye nokuphazamisa okuqhubekayo kwezindlela zokuxhumana ngokucindezela okungokomthetho noma izindlela zobuchwepheshe. Ukusetshenziswa kwemikhankaso yokuxhumana ngokuyimfihlo, okuvimbela ukuguqula inkulumo eyingozi nemithetho eyimfihlo, okungavimbela ukuxhumana nokwenye indlela yokuxhumana. Imishini yokuxhumana ingaveza futhi ikhiphe ngokuzenzakalelayo futhi ikhiphe iqiniso noma ukuvimbela okungekho ngokomthetho kwabasebenzisi abaye bachayeke kokungamelwe bafakwe. Nokho, ukukhomba isiphelo semisebenzi efana ne-Whaspp and Signalption inse inse inse inselele ephawulekayo: nakuba ivikela imfihlose-mfihlo, inikeza futhi isivikelo esiphephile sezokuxhumana-yomthetho. Izinhlangano zomhlaba ziyaqhubeka ukuba zikwazi ukuxhumana ngokusemthethweni ukuba zingene ngokusemthethweni, izingxoxo ezisemthethweni, izingxoxo ezisemthethweni, izikhulu zezelelwe ukuba

Indima Ye - Cyber Forensics Ekuhlolweni Kwamuva Kwe - attack

Ngemva kokuhlasela kwamaphekula, amaqembu e-inthanethi alwela ukubuyisa ubufakazi be-inthanethi emikhiqizweni, ezinkonzo zamafu, kanye nemifelandawonye. Umakhalekhukhwini, ama-laptop, nezinye izinto ezihlangene nawo ngokuvamile zinobufakazi obubalulekile, njengamabalazwe, izingodo zokuxhumana, nokuhlola umlando. Amathuluzi afana ne-injini ye-operactic suts angakhipha ukwaziswa okungasuswa, ukuhlanganisa isikhathi, nokuthola izingcingo ezisebenza ngokuhlola imetayela. I-cyber foresciations iye yabonisa ukuthi kubalulekile ekusebenziseni amaqembu athile amaqembu ahlukene, nasekwa komthetho omthetho omhlaba wonke ombaxandukunye. Ukuphumelela kwalezi zindlela kuxhomeke ekutholeni ukwaziswa okugcinwe ezindaweni zakwamanye amazwe, okuhlala kuyinto eyinkimbinkimbi engokomthetho nakwezolwazini.

Izinselele Nokucabangela Okufanele

Nakuba ubuchwepheshe buthuthukisa amandla okulwa nobuphekula, bubuye bubangele izinselele ezinkulu okumelwe zihloselwe ukulondoloza ukwethenjwa komphakathi nokusekela izindinganiso zentando yeningi.

Ukuba Wedwa Nenkululeko Yangaphakathi

Ukusetshenziswa okukhulu kobuchwepheshe bokuhlola kungqubuzana ngokuqondile namalungelo abantu enkululeko yokuveza ingcaca. Izinhlelo zemininingwane ye-odamu, njengalezo ezambulwa ngu-Edward Snowden, ziye zabonisa ukuthi ohulumeni bangaqondisa bonke abantu ngaphandle kokusola okuqondile. Imithetho enjenge-PTRIOTT noMthetho we-UK’s Reventionigatigations Provices Act unika iziphathimandla ezibanzi ezithi abagxeki badlulise imingcele engokomthetho. Ukulinganisela okulungile phakathi kwezimiso zokuphepha nezindaba zomuntu siqu kudinga ukuqondisa okuqinile, ukubukeza kokwahlulela, nokukhanyisa ngezimiso zezinhlelo zokuhlola. I-General Data Deviduration Regience (GPR) i-U.

Izici Zomthetho - sisekelo Nezimiso Zamanga

Izimiso ze-AI eziqeqeshwe ngemininingwane engokomlando zingazuza ifa lobuhlawumbi obukhona kuleyo mininingwane, obuholela ekuhlolweni ngokungenakulinganiswa kwabantu abathile bobuhlanga, benkolo, noma bezenhlalo. Ngokwesibonelo, amathuluzi abikezelayo amaphoyisa aboniswe ngaphezu kwezindawo ezibupolic, ukuqinisa imijikelezo yokusola nokuqapha. Kuyi-acconosticism, izici ezingeniswayo ezisekelwe ezimisweni ze-Alpha zingaphumela ekuhlolweni kwabantu abangenacala. Ukuhlola ukuthi amanani emithetho yemithetho e-algoriclet ayamukeleka, ayachazwa, futhi ahlolwa njalo kuyadingeka. Abacwaningi basezindaweni ezise INhlangano ye-Data ne-athorivss, [i] ifaka ubufakazi obubhaliwe lapho ukuhlola izingozi zezimoto kuholwa. Abenzi bemimediactives, njengasezisekelweni ezifunwa ngabantu.

Imisebenzi Yokuzenzela Izincwadi Ezingokomthetho Nokulandisa

Ukushesha kokushintsha kwezobuchwepheshe kuvame ukudlula izinqubo zomthetho ezikhona. Imithetho ebusa lapho ukuphathwa khona nendlela yokuqapha, indlela ukwaziswa okungahlanganyelwa ngayo, nendlela yokuqondisa okusebenza ngayo ezinqumweni ze-Al-drivens kusalokhu kushintsha. Ukusetshenziswa kwama-dronis ekubulaleni ngaphandle kwempi esebenzayo, ngokwesibonelo, kuye kwaphakamisa imibuzo eyinkimbinkimbi ngaphansi komthetho wezenhlalakahle wezizwe zonke. Ngokufanayo, ukuhluleka kobukhomba i-AIN-gevedve enkantolo akuqiniseki. Izindikimba zezizwe zonke ezinjengeZizwe Ezihlangene ziye zabiza izindinganiso ezicacile zokusetshenziswa kobuchwepheshe e-Crebitism, kodwa ukuvumelana kwesivumelwano akusheshiseki. Ngaphandle kokuvikelwa okusobala komthetho, amathuluzi awenzelwe ukuvikela izakhamuzi, ukuncishiswa kwemizamo ephakathi kwe-'i - .

Ukuthambekela Kwesikhathi Esizayo Kwezobuchwepheshe Obumelana Nobuphekula

Uma sibheka phambili, izinhlelo eziningana zobuchwepheshe ezisavela zithembisa ukuguqula imisebenzi yokulwa nobuphekula, kodwa ziletha nezingozi ezintsha nezinselele zokuziqondisa.

Quantum PEGNC

Ukuhlanganisa i-quantam compumpum kunamandla okuphula imithetho eminingi yokukhomba evikela ukuxhumana kwamanje. Kuyi-operatec orticut, lokhu kungavumela ukukhishwa kwemiyalezo yamaphekula ngaphambili elondekile, kunikeze ukuhlakanipha okungakaze kubonwe ngaphambili. Nokho, amacomputer e-quantam angasetshenziswa futhi izimpi ekufihleni izimfihlo zikahulumeni noma ekuphazamiseni izimiso zezimali. Uhlanga lokuthuthukisa i-quantaum-statuctural seluhamba phansi, futhi umphumela walo uyohlela ikusasa lokhuseleko lwamanani nezokuvimbeleka kwezokulwa kwezikhali iminyaka eminingi.

Ukuhlobaniswa Kwezinto Eziphilayo Nezindlela Zokuziphatha Ezintekenteke

Ukuqashelwa kobuso, i-scans, ukuqashelwa kwezwi, nokuhlaziywa kwezwi kuya kuba okunembe ngokwengeziwe. Izikhumulo zezindiza, ukunqamula umngcele, nezindawo zomphakathi zisebenzisa izimiso ze-biometrics ukuveza abantu abanesithakazelo. I-barral alytics, ehlaziya izindlela ezinjengokuhamba ngesitayela noma ukuchwetheza, zingahlukanisa abantu ngisho nalapho bezama ukufihla ubuso babo. Njengoba lezi zizindlela zobuchwepheshe zithuthukisa ikhono lokufihla izimpawu zokuhamba, ziphakamisa futhi ziphakamisa izimpikiswano ezinzulu, ikakhulukazi uma zibekwe emphakathini ngaphandle kwemvume. I-Europe Union icabangela imithetho engavimbela ukusetshenziswa kobuso obungokoqobo ekuqapheleni umphakathi, iveza ukukhathalela okukhulayo.

Izimiso Ezizimele Nemishini Ye - trobotics Ye - Swarm

Ama-drone namarobhothi angaphansi aqala ukuzibusa, akwazi ukusingatha izinsongo noma ukuthatha uhlangothi ngaphandle kokulawulwa abantu. Ubuchwepheshe be-Swarm, lapho amarobhothi amaningi exhumanisa khona izenzo ezifanayo nezingqondo zesidleke, angasetshenziselwa ukuhlanganisa izindawo ezinkulu ngokushesha noma ukudala ukuphazamiseka phakathi nokuhlasela. Nokho, ukuthunywa kokwenza izinqumo ezibulalayo emishinini kuphikisana kakhulu. Izizwe eziningi zigomela ukuthi umuntu kumelwe ahlale elungele ukusetshenziswa nganoma yikuphi ukusetshenziswa kwamandla. Njengoba lezizimiso zithuthuka kakhulu, incazelo engokokuziphatha nengokomthetho idinga ukuvumelana okucophelelayo.

Ukukhuliswa Kwemininingwane Nokubambisana

Imisebenzi yokulwa ne-orthoric esikhathini esizayo izoncika ekuhlanganisweni okukhulu kokwaziswa okuvela emithonjeni ehlukene − i-satellites, ama-drones, izinzwa zenhlabathi, imithombo yezezokuxhumana, amarekhodi ezezimali, kanye nezindawo zokuqondisa umthetho. I-data ephambili yamapulatifomu okuhlanganisa, ngokuvamile eyakhiwe nge-IA, izohlanganisa lokhu kwaziswa kube yisithombe esisodwa, esihambisanayo. Ukwenzeka phakathi kwezinhlangano namazwe ahlangene kuzoba bucayi ekuvimbeleni izikhala zokuhlakanipha. Izindlela ezifana ne- I-tempment of Homeland’s Security and Techology Technology [[FLTY:1] ihlola indlela yokuhlanganyela ngokunelisa ulwazi lapho kuvikelwa imfihlose-mfihlo.

Isiphetho

Ubuchwepheshe buye baba yisici esibaluleke kakhulu ekulweni nobuphekula. Kusukela ekuhloleni kobuphekula kuya ekuthatheni i-Al-driven i-aldivern nama-computerting, amathuluzi esimanje enza ukuba kubonwe ngokushesha, ukungenela okuqondile, nokuvikelwa kangcono kwezinto eziyingozi. Kodwa zona kanye amandla okwenza le mishini ibe namandla kakhulu futhi ibangele ukuba ikwazi ukuhlukanisa, ngokomthetho, nezinselele zomphakathi. Ubumfihlo, ukulandisa, nokuziphendulela komthetho wezwe lonke kumelwe kuqondiswe ngezindlela ezifanayo ezisebenza entuthukweni yezobuchwepheshe. Njengoba isayensi esungulayo efana ne-quantanumiting nezimiso ze-oglobulis isondela ekukhuleni, izinqubo zezimiso, isayensi yobuchwepheshe, nomphakathi kumelwe zisebenze ndawonye ukuze kuqiniseke ukuthi imisebenzi emelene nobuphekulawulweni kwe-athonobhuliki, iyasebenza ngokusemthethweni, nangokwesiko. Ikusasa lokuphepha lokuvikela kobuchwepheshe akuncishiselwa ngokuhlakaniphile kodwa kuxhomeke ekukhetheni kwethu.