Chitanga: Muganhu Mutsva Mukurwisana Nougandanga

Ugandanga hunodzivisa ugandanga hwave huri rudzi rwamasangano echengeteko naavo vanotsvaka kuita kuvadziko. Mumakumi maviri amakore apfuura, nzvimbo yakachinjika. Aichimbova maturusi makuru akanga ari ungwaru hwavanhu, kunzvera kwokunyama, uye nzvimbo dzokunzvera, nhasi matura matsva oruzivo rwokubuda ari kushandura kuti hurumende, masangano ouchenjeri, uye kuchengetwa kwemitemo zvinodeya kutaura, kudzivisa, uye kuita chimwe chinhu kutyisidziro yamagandanga. Kubva kuuchenjeri hwokugadzira hunonzvera mashoko mumasekondi kugovera kungwarira kunopfuurira kwendege, aya maturusi anopa mano asingaenzaniswi. Bva nokumhanya kumwe nokumwe kwounyanzvi hwezvinhu zvounyanzvi hunouya pamusoro pezvakavanzika zvakavanzika, maruramiro avagari vemo, uye mamiriro okunze chaiwo echengeteko muzera retsika.

Nyaya ino inoongorora kuchinja kukuru kwemaitiro okurwisa ugandanga, mashandiro azvo chaiwo, uye zvinetso zvetsika nezvinoshanda zvazvinotanga. Nokunzwisisa simba uye ngozi dzeizvi zvitsva, vagadziri vemitemo nevanhu vanogona kukwanisa kudzora zvakanaka kuchengeteka norusununguko.

Uchenjeri Hunogadzirwa Nemichina: Bhunzo Inotsigira Ugandanga Hwemazuva Ano

Zvichida ruzivo rwokuchinja zvikuru mukurwisa ugandanga nhasi uchenjeri hwokugadzira (AI). Kusafanana nemiitiro yegamuchidzanwa yakavakirwa pamitemo, AI(partical michina yazvino uno (ML) uye kudzidza kwakadzama(-screenties)) inogona kudzidza kubva mumashoko, kuchinjira kumiitiro mitsva, uye kuita kudeya kutaura nemwero usingabviri vaongorori vavanhu.

Kufungidzira Nokutyisidzira

Gadziriro dzeII dzinoshandiswa zvino kunzvera hozhwa huru dzemashoko dzinobva munzanga, kutengeserana kwemari, marekodhi okufamba, uye kurukurirano zvinodzivisa. Kupfurikidza nokuziva zvinobatanidza zviitiko zvinoratidzika kuva zvisina batano, aya masangano anogona kuratidzira zvirongwa zvingabvira asati aoneka. Somuenzaniso, U.S. Department of Homeland Security inoshandisa AIN kunzvera mavambo ouchenjeri hwakazaruka nokuziva mashoko ezvokunyora. MuEurope, [[FLT:] muchina unoshandisa muchina wokudzidza kunzvera kwakavanzika kwamagandanga, kunyange zvazvo kurukurirano dzapamutemo pamusoro pokunyora mashoko shure kunopfuurira.

Chimwe chishandiso chinokosha kushandiswa kwokugadzira mutauro wemusikirwo (NLP) kuongorora zviri mukati memashoko anonyanyisa paIndaneti. Vagadziri veAI vanogona zvino kuona mutauro unonyorwa, mavhidhiyo emashoko anoparadzirwa, uye kunyange kuchinja kwemirangariro mumapoka anoramba achingoshandiswa. Izvi zvinobvumira masangano kupindira pakuvamba, kungava kupfurikidza nemwero kana kuti zvirongwa zvokuchinja.

Tsigiro Yenguva Chaiyoiyo

AI inobetserawo mukuita chisarudzo chinoshanda. Mukati menjodzi yenhapwa kana kuti chinoitika chinoshingaira chokupfura, gadziriro dzine simba reAl dzinogona kugadzira vhidhiyo inopa zvokudya, mitauro yemifungo, uye mitoo yenhau kurumbidza nzira inokurumidza zvikurusa kana kuti nzira yokutaurirana nayo yakanakisisa. Masimba eIsrael Defense akabatanidza AI munzvimbo dzawo dzemiraudzo kuti abudise ungwaru kubva kumadrone, reza yevhu, uye manyuko eIndaneti, zvinoderedza zvikuru nguva dzokuita chiito.

Zvinetso Neal

Pasinei zvapo nechipikirwa chayo, Ai mukudzivisa ugandanga yakatarisana nemhinganidzo dzinokosha. rusaruro rweAlgorithmith runogona kutungamirira kuzvinhu zvenhema izvo zvinodenha nzanga shoma zvikuru, zvichibvisa chivimbo chavanhu vose. Uyezve, maAI ava akanaka bedzi kana majekiseni avo enhau achiratidzira mamiriro ezvinhu echitsono chetsika, maarusaiti emitemo achapfuudzira tsvudzi. Zvikurukuru, zvinogona kushandisa nzira dzeadversarial AIng kunyengera masangano ezvokuwana, zvakadai sokubudisa kutendeseka chaiko kana kuti kudzosa. Kudzikanisa simba reAIZAno nokuzvidavirira kunoramba kuri itiro yeitiro hanya huru yamasangano akafanana ne [FLD:] ACL [FF]

Kuzivikanwa Kwezvinhu Zvipenyu Nezvinhu Zvipenyu: Kuziva Zvauri Kubata Nazvo

Mabiometrics − kuyera mavara omuviri kana kuti omufambiro akasiana - siana kwazova chinhu chikuru chokuzivisa kwazvino uno mukurwisana nougandanga. Nepo kunyora minwe kwave kuchishandiswa kwerinopfuura zana ramakore, mashandiro matsva uye kugadzirwa kwokukurumidza kwakawedzera basa remichina yezvinoumba zvinhu zvipenyu nenzira yokutsigira.

Kuonga Panzvimbo Yakakura

Gadziriro dzokuziva dzinoiswa zvino panhandare dzendege, mheudzo dzemiganho, nhandare, uye nzvimbo dzeguta munyika yose. U.S. Customs and Bordline Protection inoshandisa kuziva chiso kuyera vafambi kuti vatarisi vapi vapi navapi, kugadzirira vafambi vanopfuura mamirioni 100 gore rimwe nerimwe. MuChina, mubatanidzwa wetsika dzenyika yose wemabhaisikopo wakabatana nokuzivikanwa nechiso unoshandiswa kuronda vanhu pamapepa echengeteko, kunyange zvazvo ikoku kwakawana kutsoropodza kwakapinza mumusoro kumapoka ekodzero dzavanhu.

Kufambira mberi kwemisi ichangobva kupfuura iyi kunobatanidza nguva chaiyoiyo mukurwisana namanyuko anozivikanwa kana kuti anofungidzirwa magandanga. Somuenzaniso, FBI] FI Chizvarwa Chakatevera Identifitity[ sisitemu inobatanidza kuziva chiso, scans, mabhii ewindi, uye mativi eDNA. Pazviitiko zvikuru zvakafanana neSuper Bowl kana kuti misoro yezvamatongerwe enyika, zvioniso zvinotakutakura zvinogona kuzivisa vanhu pasina kuvhura marusai.

Mamirogiramu Akasiyana - siyana: Kunze Kwechiso

Kuziva kwoga kunogona kuiswa namabhastiki kana kuti chiedza. Kudzivisa ikoku, masangano ari kutendeukira kugadziriro dzakawanda dzinobatanidza chiso, iris, inzwi, gait, uye kunyange mitoo yokurova kwemwoyo. ris kuziva[, somuenzaniso, kwakarurama zvikuru uye kwakaoma kunyora. United Nations Counter-Trompris Committee Office Directorated yacherekedza kuti miganhuro inokosha nokuda kwokuchengeta miganhuro apo inodzorwa namano adzorwa zvakanaka.

Mabhaisikopo ezvitaipa (biometrics) akadai sokutaipa, madhiramu, kana kuti kufamba kwegundasi (kufambisa magumbo) zviri kushandiswawo kupupurira kuti mashandiro azvo ari kure. Izvi zvinogona kubatsira kuziva munhu anoshandisa zvipupuriro zvakabiwa kana kuti kuongorora paIndaneti.

Kuva Wega Nemabasa Apamutemo

Kurongwa kwebiometrics kwakatungamirira kuhondo dzapamutemo. maguta akati eUnion’s General Data Protection Regation (GDPR) anoisa masangano emicrometics seasinganzwisiswi, anoda kubvumira kwakananga kana kuti hwaro hwepamutemo hwepamutemo hwokugadzira. Maguta eU.S, kubatanidza San Francisco ne Boston, akarambidza kushandiswa kwehurumende kuzivikanwa kwechiso pamusoro pokutya nokusangwarira. Mu2023, , dziviriro yeDS inodzivirira Dare reTempficial [FFLT:3] yakadanwa nokuda kwekuzivikanwa chaivo munzvimbo dzechiso chavose. Bhaviromendi rePrence rebutting pattingss anoramba kudzorwa.

Madhamu Nemaaral System Aunaani: Maziso Anoramba Ari Mudenga

Motokari dzendege dzisina kusimba (UAVS), dzinowanzozivikanwa semadrones, dzakachinja kuongorora uye mabasa okurwisa ugandanga.

Kuwedzera Nokudzokazve

Mabhuroku makuru akafanana neMQ-9 Muchenesi akashandiswa ne U.S. mauto neCIA kwemakore kuti vatevere zvirongwa zvamagandanga munharaunda dziri kure dzeAfghanistan, Pakistan, Yemen, neSomalia. Makamera avo akakwirira okuzvipinza mumvura, uye zviratidzo zvinoripirwa mitoro zvinogona kutarira zvinofungira kwamazuva pasina kuonekwa. Nguva pfupi yapfuura, madrone maduku ezvo ezvokutengeserana akashongedzerwa nejekisesa rinopisa anoshandiswa nomutemo nokuda kwemibato inodzivisa utachiona hwemudzimba dzomunyika, zvakadai sokuongorora motokari inonyumwidzwa kana kuti boka revoruzhinji mukati chiitiko.

MuEurope, GEGN'[FUT:1] uye German’s GSG9 yabatanidza madhirosi mumapoka awo anorwisana namagandanga, ichishandisa kuongorora kuvaka perimeters pamberi pokuvhozhokera. [[FLT:]] muganhu weEuronex neFORTY [[FFLT:5]] madhirone kutenderera miganhuro yegungwa, kuzivisa mazambuko dzisati dzagona kubatanidzwa nokufamba kwamagandanga.

Ruzivo rwokugadzirwa kwezvinhu runorwisana

Sezvo madhorobha achiva anodhura zvikuru uye anosvikika zvikuru, anoparirawo tyisidziro. Mapoka amagandanga akashandisa kubvisa majekiseni anodzikisa mabhomba, kunzvera, kana kuti kuedza kudenha panzvimbo dzenzvimbo. Muna 2018, boka ramadhirone rakashandiswa kudenha Hmeimbase muSyria. Mumhinduro, gadziriro dzinodzivisa redhiyo dzinoshandisa kuvharanwa kweredhiyo kukanda, GPS pofining, uye kudzivirira kwerassc yazova yakakomba nokuda kwokudzivirira ndege, mipandero yehondo, uye kuungana kwavose. [[FL: 0] U.S. Department of Homeland Security[FLT] yakaedza kunzvera kukurusasasesasesa zviitiko zvakafanana nePuer Bowl, uye mabhishori apamutemo anodzorwa pamusoro penzvimbo dzapamutemo.

Nharo Dzamagamba Pavaifungidzirwa Kuurawa

Kushandiswa kwemadronesi ane zvombo nokuda kwokuuraya kwakakomba tsika. Nepo vatsigiri vachipikisa vanoderedza kuvadziko yakavhengana kana kuti mhepo kana kuti mabasa apasi, vatsoropodzi vanonongedzera kukuvadziko dzavarwi vanoparirwa noungwaru hwenhema kana kuti kushatiswa. United Nations yakanyora zvinoitika zvakawanda apo kurovanya kwemadrune kwakauraya vabati vemibato, kuchideredza chivimbo chomunzvimbomo nokuwedzera nokuda kwamapoka anonyanyisa. Gadziridza pamutemo nokuda kwehondo dzinorwiwa kunze kwePakistan kana kuti Yemen] [[FLTLT]] yakaita makwikwikwi okukwikwidzana pasi pomutemo wamarudzi ose. Sezvidiwa mirauchate yeteshichapupuriso yapamhijeko, mitemo yakajeka yokubatanidza kubatanidzwa kwemitezo, kuderedza chivimbo nokuwedzera kutyira.

Kugadzira Makemikari Nemadhigita: Kutevera Nzira

Magandanga anoramba achivimba nemidziyo inoshandiswa pakukurukurirana, kupinza vanhu basa, kupa mari, uye kuronga zvinhu.

Kunyora Nokuramba Kuchiva Chinetso Chiri Kupfuurira

Kupedzisa nokuendesa kumashoko eUK neAustralia, zvakapfuudza mitemo inoda kuti zvipiwe zvikumbiro. Kunyange zvakadaro, vatsoropodzi vanopikisa kuti magandanga adzore kuchengeteka. Ichi chinetso “kuramba kurima” chakamutsa nharo dzinotyisa pakati pemasangano echengeteko nevatsigiri vezvakavanzika. Dzimwe hurumende, kubatanidza UK neAustralia, dzakabudisa mitemo inoda kuti makambani ezvokugadzirwa kwezvinhu apedze kuchengeteka pakukumbira. Kunyange zvakadaro, vanopikisana kuti masuo aderedza kuchengeteka kwevashandi vose uye anogona kubatwa zvisina kufanira navavengi. .

Masangano anorwisa ugandanga ari kutanga dzimwe nzira: kuongorora metameta, kuongorora motokari, uye kutema mabhii zviri pamutemo (muchib., kutumira mamarare kuti awane chishandiso chinofungidzirwa).

Uchenjeri Hwekuvhura (OSINT)

Rimwe divi rinokura iOSINT (kubatanidza nokunzvera mashoko anowanika pachena kubva paInternet, zvinobudisa nhau dzesocial, manyuko, uye kunyange zvishandiso zvechemberedzo. Majemusi anogona kuparamisa nokuvhara aya mashoko okuziva mibatanidzwa, kunyora mamiriro emari, uye kufanoziva kuti denho dzinoitika. Somuenzaniso, United Nations Office of Counter-Trorisction [ yakabatira pamwe chete namakambani ezvokugadzira zvinhu zvemagandanga kuti aonese kushandiswa kwemagandanga kuti awandurwe uye mashoko anoparadzirwa. Nepo OSINTS isati ichida kuva pamutemo, ichiri kumutsa nhau dzogaro apo inoshandiswa kutarira mabasa evanhu paIndaneti pasina donzo.

Kutapura Kurwisa Ugandanga: Kushanda, Driven, uye Chinogadzirwa cheNetwork

Kuchinja uku kweruzivo rwokugadzira zvinhu kwakachinja magadzirirwo anoitwa uye kuurayiwa kwemagandanga. Chiratidzo chemadhimoni (jekiseni) chinotozorwisa, kuita chimwe chinhu, uye kuongorora (chinotoita kuti pave nemaitiro anobatsira, anokwanisa kufungidzira.

Kukurumidza Kuwana Nokudzivirira

Nekuongorora kwakafara, masangano anogona zvino kuziva miitiro yezvifambiso zvisiri zvenguva dzose: mitoo yerwendo, kutengeserana kwemari, kugadzirwa kwemakemikoro paIndaneti, kana kuti kuwanwa kwemakemikoro/zvombo. Ikoku kunogonesa kupindira pamberi pezvirongwa. Somuenzaniso, Denark’s PET[ (basa rekuchenjera) rinoshandisa muchina kuzivisa vanhu vari mungozi yokuchinja, kubvumira mabasa enzanga kupindira kupfurikidza namapurogiramu okufambisa zvinhu panzvimbo pokusunga.

Kupindura Kwakakurumidza Kukurumidza, Kwakabatanidzwa Zvikuru

Mukati mechinoitika, kubatanidzwa chapanguva chaiyo kunobva mudrones, makamera, uye mifungo zvakabatanidzwa nemirairo neAI-driven nokudzora (zvinogona kukurumidza uye zvakabatanidzwa zvikuru). Lon Metropolitan Politan Police akashandisa muitiro wakadaro mukati medenho ye2019 London Bridge, kubatanidza drodge inopa zvokudya nekamera yemuviri kuti zvitungamirire vatarisiri vane zvombo. Pashure pekudenha, pokunzvera kwepost-incidentifix kunoshandisa magiramu kwakabetsera vaongorori kugadzirazve nguva uye kuziva vatsigiri vebasa.

Kugoverana Mashoko Enyika Yose

Ruzivo rwemitengo runoita kuti zvive nyore kushandira pamwe munyika dzakawanda. Mapepa eInterpol pamicrometics, magwaro akabiwa, uye rondedzero dzemagandanga zvinowanika kumitemo munyika 195. Mutemo weMarical Task Force (FATF) anoshandisa mabhuroko okutsvaka mari yemagandanga pamiganhu yenyika. Zvisinei, kugoverana mashoko kunoramba kusina kufanira, uye misiyano yapamutemo pakati penyika inogona kuvhiringidza kushanda pamwe chete.

Matambudziko uye Kufunga Zvakafanira: Mubayiro Wokuchengeteka

Sezvo unyanzvi hwokurwisa ugandanga hunowedzera, ndizvo zvinoitawo ngozi.Kudzikamisa chengeteko nekodzero dzinokosha zvichida idenho hurusa yenguva yedu.

Kuva Woga Nokunyanyowana

Purogiramu dzenzvero dzemifungo yenhare neyakawanda(* kupfurikidza nokuunganidzwa kwemibatanidzwa yemazita ezviso, makamera okuziva chiso, kana kuti purogiramu yeInternet . Dare reEupanean Rekodzero Dzevanhu [ rakatonga kuti kuongorora kwokusasarura kuchiputsa Chikamu 8 (kururama kwoupenyu hwemunhu oga). MuUnited States, Freedom Act[[ purogiramu dzakati dzezvirongwa zveNSA dzakawanda pashure pokuzarurira kwaSnow. Bva kuoma kupfuurira: zvitengo zvenguva duku kazhinji zvinova zechigarire, uye rondedzero ye “kutya kwokupedzisira kubatanidzwa kubatanidza kupesana kana kuti kubvumirana nomutemo.

Bias Norusaruro

Gadziriro dzeAI dzinorovedzwa pamitemo inosarura dzinogona kurwisa zvisaenzana dzinza kana kuti zvitendero zviduku, zvichitungamirira kukuparadzaniswa kukuru nenzanga. Somuenzaniso, nzvero dzakaratidza kuti mipimo yokuziva chiso ine mhosho dzakakwirira nokuda kwavanhu vane ganda rakasviba. Ikoku hakusati kuri bedzi kukuvadza kuvimba asi kungapotsawo tyisidziro chaidzoidzo kana maarusaiti emitemo akagadzirirwa kudzivisa zvinhu zvenhema nokuda kwamapoka akati. [[FLT: 0]] Agalgatithmus Justice Chinzwano chemeso chechiso chemeso [ yakadana kuti pave nokujeka nokuoneka nokuverengwa kwegadziriro kwehurumende yeIS.

Kuzvidavirira Nokutarisira Kwepamutemo

Unyanzvi hwakawanda hunodzivisa ugandanga hunoshanda pachivande, hunodzivirirwa nezvirongwa zvechengeteko zvenyika. Ikoku kunoita kuti kuve kwakaoma kuti matare, masangano omutemo aone kushanda kwahwo nepamutemo. Kune kudikanwa kuri kukura kwemitumbi inodzora yakazvimirira, kunzvera, uye zvitsama zvekunyura kwezuva zvive nechokwadi chokuti masimba akasiana haashandisiwi zvisina kufanira. Dare rekodzero dzavanhu reUN[ rasimbisa kuti hurumende dzinofanira kusimbisa kuti matanho anopesana nekodzero dzavanhu munyika yose.

Miitiro Yenguva Yemberi: Zviri Mberi

Zvinhu zvinogadzirwa nemagetsi zvinowedzera zvicharamba zvichichinja, zvichipa mikana nengozi dzokurwisa ugandanga.

Maquantum Carpe Nacho Kunyora

Makombiyuta akadai semaquanum anogona kupedzisira aputsa mipimo yemashoko okukopa yazvino uno, achibvumira masangano kuti anyore mashoko asingagoni kuwana mazuva ano. Zvisinei, quanum ingagonawo kuita kuti AI nenzvero dzemashoko dzive nenjere dzakaoma. Hurumende dzava kutoisa mari mumashoko epost-quantum ebropy yokunyora kuti dzidzivirire zvakavanzika zvadzo dzichigadzirira nguva yemberi umo kusati kuchiri mhinganidzo.

Masangano Anozvitonga Netsika Dzemadiro

Kugadzirwa kwezvombo zvinozvitonga zvizere, kana kuti “marobhoti anouraya"". Kunyange zvazvo muitiro wazvino weU.S. uchida udzori hwavanhu pazvisarudzo zvinouraya, mamwe marudzi navatambi vasiri venyika vangasatevera zvifananidzo. Campagign to Ton King Kille Robots[ iri kusundira nokuda kwechibvumirano chamarudzi ose. Muchibvumirano chenyika inopesana, chitima kana kuti vamiriri vaigona kudzora miganhuro, asi ngozi yezvikanganiso apo michina inoita zvisarudzo zvoupenyu kana kuti rufu ihuru.

Kuwedzera Kwezvinhu Zvipenyu Uye Kuzivikanwa Kwemadhigirii

Gadziriro dzenguva yemberi dzouzivi hwebiometric dzingatsamira pasimbiso inopfuurira (mh., nguva dzose pairi iri muziso scans) kana kuti zviratidzo zvisingaoneki zvakafanana nemitoo yokurova kwomwoyo. Zvikabatanidzwa nebhurokwe nokuda kwezvinyorwa zvokudzivirira, izvi zvinogona kuita kuti chizivikanwo chenyika yose chive chisingabviri kuti magandanga ashande pasi pechiziviso chenhema. Asi kuiswa kwemashoko akadaro kungagona kuva chipfuro chokutema kana kuti chishandiso chokudzora chidzore.

Nhangemutange Yezvombo

Vose vari vaviri vatambi vehurumende neisinono muganhu vachaedza kuita kuti jaringi rive zvombo. Mapoka amagandanga angagona kushandisa AI kuparira mashoko akashata, kurwisa kwemakombiyuta, kana kuti kuvandudza ururami hwemibhadharo inoiswa pakombiyuta. Masangano anorwisa magandanga anofanira naizvozvo kuisa mubatanidzwa kwete bedzi mudziviriro yeAl asiwo mukuwana tyisidziro dzinoshandiswa. Mutendi wemubatanidzwa weChiriviriro cheAmerica cheAmerica (CNAS) akanyevera nezve “Uchigadziroringa chamachiai. Kugona kuva kwakaoma kuziva uye kudzivirira kukunda mitoo yegamuchidzanwa.

Mugumisiro: Kudzikamisa Kuchinja Nekodzero Dzevanhu

Unyanzvi hwokugadzira zvinhu huri kuchinja nokukurumidza nzvimbo dzinotsiva ugandanga, huchigovera zvishandiso zvine simba zvokuziva, kudzivisa, uye kuita chimwe chinhu. AI, michina, magiramu, uye magirabhu zvakatoponesa upenyu nokumisa kurwisa nokuunza vapari vemhosva kururamisiro. Asi kubudirira uku kuri kubhadhara. Unyanzvi humwe chetehwo hunodzivirira hunogonawo kutiparadza pachivande, kusarura, uye kuisa pfungwa pamaoko emasangano echengeteko.

Nzira yokufambira mberi inoda une udzori, hunooneka. Vagadziri vemitemo vanofanira kubvumira mitemo inoshanda zvinobudirira yemichina nepo ichiita kuti idzivirire kubatwa zvisina kufanira. Kutarisira kwokuzvimirira, kuongorora nguva dzose, uye kurukurirano yavose zvinokosha kuchengeta chivimbo. Savagari vemo, tinofanira kuramba tichiziva pamusoro penzira iyo mashoko edu anoshandiswa uye kuraira kuzvidavirira kubva kuna avo vanoshandisa unyanzvi uhwu. Kupfurikidza nokudzikamisa kwakarurama tinogona kudzora chipikirwa chokuvandudza apo tichichengeta mipimo yedemocratic iyo inoita kuti nzanga dzive dzakafanirwa nokudzivirira.

[[[FRANTA] Kurava kwapachikamu: