CRYSTALS-Kyber: Algorithm na Kariya a Zamanin Quantum

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Fahimta

Kewayawa Barazanar Quantum: Farawar CRYSTALS-Kyber

A cikin labarina na baya, Kare Bayanai a Zamanin Quantum ⧉, na yi bayani dalla-dalla kan barazanar kwamfutar quantum da ke tafe ga tsaron dijital kuma na duba yadda cryptography mai juriya da quantum (QRC) zai iya magance ta. Yanzu zan bincika CRYSTALS-Kyber, wani algorithm na QRC mai cike da tarihi wanda ke canza yanayin tsaro.

Kwamfutocin quantum, tare da ikonsu na yin wasu lissafi cikin sauri fiye da kwamfutocin gargajiya, suna kawo babban haɗari ga algorithms na encryption na yanzu. Wannan yana haifar da damuwa game da amincin bayanai masu mahimmanci, gami da mu'amalar kuɗi, bayanan lafiya, da sadarwar sirri.

Don rage wannan barazana, masana kimiyyar cryptography sun ƙirƙiri algorithms na QRC, kamar CRYSTALS-Kyber. Wannan algorithm wata hanyar key encapsulation mechanism (KEM) ce da aka tsara ta don musayar asirin makullai cikin aminci tsakanin ɓangarori.

A yau, CRYSTALS-Kyber yana tsaye a matsayin jagora a tsarin daidaitawa na post-quantum cryptography na National Institute of Standards and Technology (NIST) ⧉, yana nuna ikonsa a matsayin amintaccen tsarin tsaro don zamanin dijital.

CRYSTALS-Kyber: Tsaro maras Girgiza a Gaban Kwamfutar Quantum

Tsaron CRYSTALS-Kyber ya dogara ne a kan wahalar da ke tattare da warware matsalar Learning With Errors (LWE) a kan module lattices. Wannan ƙalubalen lissafi mai wuyar gaske, wanda ake ɗauka cewa ba za a iya warware shi ta hanyar kwamfuta ba ko da ga kwamfutocin quantum, shi ne ginshiƙin juriya na CRYSTALS-Kyber a kan hare-haren quantum.

CRYSTALS-Kyber: Sauyin Hangen Nesa a Tsaron Dijital

CRYSTALS-Kyber na cikin rukunin algorithms na CRYSTALS (Cryptographic Suite for Algebraic Lattices) kuma yana ɗauke da alfaharin kasancewa wani quantum-safe algorithm (QSA).

Kodayake ra'ayin amfani da matsalolin lattice don dalilai na cryptography ba sabon abu ba ne gaba ɗaya, CRYSTALS-Kyber yana ɗaukaka wannan ra'ayi zuwa matakan inganci da ba su da tamkar. Ikonsa na samar da makullan cryptography tare da ƙananan girman makullai da saurin encryption da decryption ya sa ya zama mafi kyawun zaɓi don aikace-aikacen gaske na yau da kullum, musamman a cikin duniyar kuɗi mai buƙatu da yawa.

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Ra'ayi

Fahimtar Yadda CRYSTALS-Kyber Ke Aiki: Key Encapsulation a Ainihinsa

A ainihin tsarin CRYSTALS-Kyber na musamman akwai sabuwar hanyarta ta key encapsulation, wani muhimmin sashi na amintacciyar hanyar sadarwa. Yana amfani da ikon lattice cryptography, wata hanya da aka sani da juriyarta ga hare-hare na quantum. Wannan fasaha ta zamani tana amfani da tsarin geometric a sararin samaniya mai girma dabam-dabam don samar da makullan cryptography.

CRYSTALS-Kyber yana amfani da takamaiman nau'in matsalar lattice, wanda aka sani don inganci da kaddarorin tsaro, don samar da makullan cryptography. Wannan yana tabbatar da kariyar bayanai masu mahimmanci ko da a gaban ci gaban kwamfutar quantum.

Amintaccen Key Encapsulation: Ainihin CRYSTALS-Kyber

Key encapsulation yana kama da kulle saƙo cikin aminci a cikin akwati, inda kawai wanda aka nufa da saƙon yake da makullin buɗe shi. A duniyar cryptography, wannan tsari ya haɗa da ƙirƙirar makullai guda biyu: makullin jama'a (public key), wanda za a iya rabawa a fili, da kuma makullin sirri (private key), wanda dole ne a kiyaye shi a asirce. Fasahar CRYSTALS-Kyber tana cikin ikonta na samar da waɗannan makullai da amfani da su ta hanyar da ke tabbatar da tsaro da babu kamarsa.

Bari mu ga yadda CRYSTALS-Kyber ke amfani da key encapsulation don kafa amintacciyar sadarwa tsakanin ɓangarori biyu, Alice da Bob. Jadawalin tsari na ƙasa yana kwatanta matakan da ke cikin kafa amintacciyar sadarwa tsakanin Alice da Bob ta amfani da CRYSTALS-Kyber, wani tsarin key encapsulation mechanism (KEM) da aka tsara don samar da amintacciyar musayar makullai don ka'idojin cryptography. KyberServer yana taka muhimmiyar rawa a nan a cikin wannan tsari, yana samarwa da rarraba makullan cryptography da ake buƙata don amintacciyar sadarwa ta amfani da CRYSTALS-Kyber.

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Bayani

• Alice: Mai aika saƙon.
• Bob: Mai karɓar saƙon.
• KyberServer: Sabar da ke samarwa da rarraba makullan cryptography.

Cikakken Bayani

Musayar Makullin Jama'a (Public Key)

• Alice tana fara tsarin ne ta hanyar neman makullin jama'arta daga KyberServer.
• KyberServer yana amsawa ta hanyar tura makullin jama'ar Alice, ƙimar lissafi wacce za a iya rabawa a fili ba tare da gurgunta tsaron makullin sirri na Alice ba.
• Alice tana raba makullin jama'arta ga Bob, wanda ke ba shi damar encrypting saƙonni da Alice kaɗai za ta iya decrypting.

Encapsulation da Decapsulation

• Bob yana neman makullin encapsulation daga KyberServer. Za a yi amfani da wannan makullin na ɗan lokaci don encrypting makullin sirri na haɗin gwiwa kafin a aika shi ga Alice.
• KyberServer yana aika makullin encapsulation ga Bob.
• Bob yana amfani da makullin jama'ar Alice da kuma makullin encapsulation don encrypting makullin sirri na haɗin gwiwa, yana ƙirƙirar capsule da aka encrypt.
• Bob yana aika capsule da aka encrypt ga Alice.
• Alice tana neman makullin decryption daga KyberServer. Za a yi amfani da wannan makullin na ɗan lokaci don decrypting capsule da aka encrypt kuma ya bayyana makullin sirri na haɗin gwiwa.
• KyberServer yana tura makullin decryption ga Alice.

Musayar Makullin Sirri na Haɗin Gwiwa

• Alice tana amfani da makullin sirrinta da makullin decryption don decrypting capsule, tana bayyana makullin sirri na haɗin gwiwa.
• Alice tana raba makullin sirri na haɗin gwiwa ga Bob, wanda ke ba shi damar decrypting saƙonni da aka encrypt ta amfani da makullin sirri na haɗin gwiwa.

Amintacciyar Sadarwa

Jadawalin tsarin yana kwatanta daki-daki matakai masu rikitarwa da ke cikin kafa amintacciyar hanyar sadarwa, yana nuna muhimmiyar rawar da KyberServer ke takawa wajen samarwa da rarraba makullan cryptography. Ta hanyar amfani da CRYSTALS-Kyber KEM, Alice da Bob za su iya kare bayanansu masu mahimmanci da kuma kiyaye amintacciyar sadarwa ko da a gaban abokan gaba masu yuwuwa.

Lattice-Based Cryptography: Kafaffen Gindin Juriya ga Quantum

CRYSTALS-Kyber yana amfani da tsarin lattice-based, wata hanya da aka sani don yuwuwar juriyarta ga hare-haren quantum. Ka'idar asali ta lattice cryptography ta haɗa da tsarin geometric a sararin samaniya mai girma dabam-dabam. Kodayake ra'ayin kewayawa cikin waɗannan tsare-tsare masu rikitarwa na iya zama da ban tsoro, CRYSTALS-Kyber yana sauƙaƙa shi. Yana amfani da takamaiman nau'in matsalar lattice, wanda aka sani don inganci da kaddarorin tsaronta, don ƙirƙirar makullan cryptography.

Ƙananan Girman Makullai Masu Kyau: Daidaitawa Tsakanin Tsaro da Aiki

Daya daga cikin fitattun siffofin CRYSTALS-Kyber shi ne girman makullansa. Idan aka kwatanta da sauran algorithms na post-quantum cryptographic (PQC), CRYSTALS-Kyber yana ba da ƙananan girman makullai sosai, wanda ke sa ya fi dacewa da aikace-aikacen gaske. CRYSTALS-Kyber yana ba da matakan tsaro guda uku daban-daban, kowanne yana da nasa girman makullin:

• Kyber512: Wannan matakin tsaro yana ba da tsaro na bits 128 kuma yana amfani da girman makullai na bytes 1,632 don makullan sirri, bytes 800 don makullan jama'a, da kuma bytes 768 don ciphertexts.
• Kyber768: Wannan matakin tsaro yana ba da tsaro na bits 192 kuma yana amfani da girman makullai na bytes 2,400 don makullan sirri, bytes 1,184 don makullan jama'a, da kuma bytes 1,088 don ciphertexts.
• Kyber1024: Wannan matakin tsaro yana ba da tsaro na bits 256 kuma yana amfani da girman makullai na bytes 3,168 don makullan sirri, bytes 1,568 don makullan jama'a, da kuma bytes 1,568 don ciphertexts.

Waɗannan ƙananan girman makullai suna sa CRYSTALS-Kyber ya zama zaɓi mai kyau ga na'urori masu ƙarancin albarkatu, kamar wayoyin salula da na'urorin IoT. Suna kuma rage ƙarfin bandwidth da ake buƙata don tura makullan cryptography, wanda zai iya zama mai fa'ida ga aikace-ace masu ƙarancin haɗin yanar gizo.

Gudun Gudu maras Tangarda: Fitila a Cikin Duniyar Kuɗi Mai Sauri

Wani abin sha'awa na CRYSTALS-Kyber shi ne gudunsa. A cikin sashin banki da ayyukan kuɗi mai saurin gaske, sauri yana da mahimmanci kamar tsaro. Tsarin algorithm ɗin yana tabbatar da cewa yana aiki cikin hanzari, yana sauƙaƙa hanyoyin encryption da decryption cikin sauri. Wannan inganci ba ya zuwa a kan asarar tsaro; a maimakon haka, sakamako ne kai tsaye na tushen lissafi na zamani na algorithm ɗin.

CRYSTALS-Kyber: Hadin Gwiwar Tsaro, Inganci, da Gudu

CRYSTALS-Kyber ya fito a matsayin jagora a neman cryptography mai juriya da quantum, yana ba da haɗin kai na musamman na tsaro, inganci, da gudu. Sabuwar hanyarsa ta lattice-based, ƙananan girman makullai, da ingantaccen tsari sun sa ya zama mafi kyawun zaɓi don kare bayanai masu mahimmanci a cikin masana'antar banki da ayyukan kuɗi. Yayin da duniya ke ci gaba da rungumar fasahohin dijital, CRYSTALS-Kyber yana shirye don taka muhimmiyar rawa wajen kiyaye bayanainmu na shekaru masu zuwa.

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Tasiri

CRYSTALS-Kyber: Fa'idodi ga Masana'antar Banki da Ayyukan Kuɗi

Masana'antar banki da ayyukan kuɗi tana cikin tseren yau da kullum don kasancewa a gaba da barazanar yanar gizo da ke ƙara zama na zamani. A cikin wannan yanayi, CRYSTALS-Kyber ya yi fice ba kawai don kaddarorinsa na quantum-resistant (QR) ba har ma don fa'idodi na gaske da yake bayarwa ga wannan masana'anta. Wannan sashin yana duba fa'idodin aiki na CRYSTALS-Kyber, yana jaddada dalilin da ya sa ya dace musamman ga buƙatu na musamman na cibiyoyin kuɗi.

• Ingantaccen Tsaro tare da Ƙananan Makullai: Ɗaya daga cikin manyan fa'idodin CRYSTALS-Kyber shi ne ikonsa na ƙirƙirar ƙananan makullan encryption ba tare da sadakar tsaro ba. A cikin sashin da keta bayanai na iya haifar da mummunan sakamako, ingantaccen tsaro wani abu ne da ba za a iya sasantawa a kansa ba. Ƙananan girman makullai da CRYSTALS-Kyber ke bayarwa suna sauƙaƙa ayyukan key management, wani muhimmin abu a cikin manyan tsarin banki inda dubban makullai ke aiki. Wannan ba wai kawai yana haɓaka tsaro ba ne amma kuma yana inganta adanawa da ingancin tura bayanai, wani muhimmin abu a zamanin da sauri da sarari suke da daraja sosai.

• Sauri da Inganci: A cikin ayyukan kuɗi, inda mu'amala ke faruwa cikin milliseconds, saurin ayyukan cryptography yana da matukar muhimmiyar rawa. CRYSTALS-Kyber ya yi fice a wannan fanni, yana ba da saurin samar da makulli (key generation), encapsulation, da decapsulation. Wannan gudun yana tabbatar da cewa matakan tsaro ba su zama matsala ba a cikin yanayin high-frequency trading ko lokatin manyan mu'amala. Bugu da ƙari, ingancin CRYSTALS-Kyber yana fassara zuwa rage albarkatun kwamfuta, wanda ke haifar da adana kuɗi da ayyuka masu kiyaye muhalli.

• Tabbatar da Makoma Gaban Barazanar Quantum: Tare da zuwan kwamfutar quantum, masana'antar tana fuskantar makoma inda hanyoyin cryptography na gargajiya za su iya zama marasa amfani. Ta hanyar amfani da CRYSTALS-Kyber, cibiyoyin kuɗi ba kawai suna tsare halin yanzu ba ne amma kuma suna shirin zamanin bayan-quantum. Wannan tsarin rigakafi ga tsaron yanar gizo yana nuna sadaukarwa ga kariyar bayanai na dogon lokaci, wani muhimmin abin la'akari ga masu ruwa da tsaki da abokan ciniki waɗanda ke fifita tsaron bayanai.

• Biyayya da Ka'idoji da Rinjaye a Gasa: Yayin da masu tsara dokoki a duk duniya suka fara fahimtar barazanar quantum, da alama za su ba da umarnin amfani da algorithms masu juriya da quantum. Amfani da CRYSTALS-Kyber da wuri yana sanya cibiyoyin kuɗi a matsayin jagorori a cikin biyayya da tsaro. Bugu da ƙari, yana ba da fifiko a gasa, yana tabbatar wa abokan ciniki da abokan tarayya game da sadaukarwar cibiyar ga sabbin hanyoyin tsaro na zamani.

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Kwarin gwiwa

Dalilan Rungumar CRYSTALS-Kyber

A cikin yanayin da tsaron yanar gizo ba kawai larura ba ce amma wani abu ne da ke bambanta gasa, masana'antar banki da ayyukan kuɗi tana tsaye a wani muhimmin lokaci. Rungumar CRYSTALS-Kyber tana wakiltar mataki na dabara, wanda ya dace da buƙatun tsaro na yanzu da sauye-sauyen fasaha na gaba. Wannan sashi na ƙarshe yana bayyana dalilai masu gamsarwa na haɗa CRYSTALS-Kyber cikin tsarin cryptography na ayyukan kuɗi.

• Kasancewa a Gaba da Hanyoyin Tsaron Yanar Gizo: Haɓakar kwamfutar quantum yana kawo babban barazana ga algorithms na encryption na gargajiya, wanda ke sa su zama masu sauƙin fashewa ta kwamfutocin quantum na gaba. Ta hanyar amfani da CRYSTALS-Kyber, cibiyoyin kuɗi za su iya kare bayanansu masu mahimmanci da kuma muhimman ababen more rayuwa a gaban waɗannan barazanar da ke tasowa.

• Ingancin Aiki da Rage Kashe Kuɗi: Ƙananan girman makullai da ingantattun algorithms na CRYSTALS-Kyber suna haifar da adana kuɗi mai yawa. Idan aka kwatanta da algorithms na encryption na gargajiya, CRYSTALS-Kyber yana rage buƙatun ajiya har zuwa 50% da amfani da bandwidth har zuwa 30%, wanda ke haifar da babban tanadin kuɗi ga cibiyoyin kuɗi masu tarin bayanai.

• Daidaicewa da Ka'idoji da Gudanar da Kasada: Tare da hukumomin tsara dokoki da yawa, gami da National Institute of Standards and Technology (NIST) da European Union Agency for Cybersecurity (ENISA), suna ba da shawarar yin amfani da hanyoyin cryptography masu juriya da quantum, waɗanda suka karɓi CRYSTALS-Kyber da wuri za su kasance cikin shiri don bin ƙa'idodin dokoki na gaba da kuma rage haɗarin shari'a.

• Haɓaka Amincin Abokan Ciniki da Mutuncin Cibiya: Manyan cibiyoyin kuɗi kamar Barclays da Deutsche Bank sun ɗauki CRYSTALS-Kyber don kare bayanan abokan cinikinsu da tsare mu'amalar kuɗi mai mahimmanci. Wannan sadaukarwa ga ingantaccen tsaro ba wai kawai ya kare waɗannan cibiyoyi daga yuwuwar hare-haren yanar gizo ba, har ma ya haɓaka mutuncinsu a matsayin amintattun masu kula da bayanai masu mahimmanci.

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Kammalawa

Tsare Makomor Kuɗi tare da CRYSTALS-Kyber

A gaban barazanar tsaron yanar gizo da ke ƙara hauhawa, masana'antar banki da ayyukan kuɗi tana fuskantar wani babban zaɓi. Algorithms na encryption na gargajiya, waɗanda a da ake ganin suna da tsaro, yanzu suna cikin haɗari saboda ƙarfin kwamfutar quantum da ke tasowa. CRYSTALS-Kyber ya fito a matsayin fitilar tsaro, yana ba da amintacciyar hanya mai inganci da ke tabbatar da kariya ga kadarorin dijital na sashin kuɗi.

Tare da haɗin gwiwarsa na musamman na fasalulluka na QR, ingancin aiki, da ƙananan girman makullai, CRYSTALS-Kyber wani babban canji ne ga tsaron kuɗi. Ta hanyar amfani da CRYSTALS-Kyber, cibiyoyin ba wai kawai suna tsare ayyukansu na yanzu ba ne, amma kuma suna shirin makoma inda kwamfutar quantum ke sake bayyana tsaron yanar gizo. Wannan tsari na rigakafi yana nuna sadaukarwa ga mafi kyawun matakan tsaro, yana haɓaka amincin abokin ciniki da ƙarfafa juriyar masana'antar a kan barazanar da ke tasowa.

A cikin duniyar da ke ƙara haɗuwa da juna da ta dijital, CRYSTALS-Kyber yana tsaye a matsayin shaida ga ikon sabbin hanyoyin da ke hangen nesa. Amfani da shi da manyan cibiyoyin kuɗi kamar Barclays da Deutsche Bank suka yi wata kwakkwarar shaida ce da iyawarsa da kuma alama a fili ga masana'antar don rungumar wannan hanyar cryptography mai juriya da quantum.

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A ƙarshe, ina fatan wannan bincike na CRYSTALS-Kyber ya haskaka tasiri mai zurfi na cryptography mai juriya da quantum a cikin sashin kuɗi. Idan kuna da sha'awar ƙara shiga cikin wannan fasaha mai cike da tarihi ko kuna da wasu tambayoyi, ina gayyatarku da mu haɗu a LinkedIn ⧉ ko ta shafin tuntuɓa.

Godiya kuma da lokacinku kuma ina ɗokin ji daga gare ku.

An duba na ƙarshe 2026-06-23.

Bita ta ƙarshe 2026-07-02.

# CRYSTALS-Kyber: Algorithm na Kariya a Zamanin Quantum — Sebastien Rousseau

> Originally published at [https://sebastienrousseau.com/ha/2023-11-19-crystals-kyber-the-safeguarding-algorithm-in-a-quantum-age/](https://sebastienrousseau.com/ha/2023-11-19-crystals-kyber-the-safeguarding-algorithm-in-a-quantum-age/)

Gano yadda CRYSTALS-Kyber, algorithm na cryptography mai tsayayya da quantum, ke canza duniyar cryptography tana shirya mu don zamanin quantum.

Read the full article on sebastienrousseau.com: https://sebastienrousseau.com/ha/2023-11-19-crystals-kyber-the-safeguarding-algorithm-in-a-quantum-age/

CRYSTALS-Kyber: Algorithm na Kariya a Zamanin Quantum — Sebastien Rousseau

Gano yadda CRYSTALS-Kyber, algorithm na cryptography mai tsayayya da quantum, ke canza duniyar cryptography tana shirya mu don zamanin quantum.

https://sebastienrousseau.com/ha/2023-11-19-crystals-kyber-the-safeguarding-algorithm-in-a-quantum-age/

CRYSTALS-Kyber: Algorithm na Kariya a Zamanin Quantum — Sebastien Rousseau

Gano yadda CRYSTALS-Kyber, algorithm na cryptography mai tsayayya da quantum, ke canza duniyar cryptography tana shirya mu don zamanin quantum.

Ga abubuwan da ya kamata a lura da su na dabarun:

- Fahimta. A cikin labarina na baya, [Kare Bayanai a Zamanin Quantum ⧉][03], na yi bayani dalla-dalla kan barazanar kwamfutar quantum da ke tafe ga tsaron dijital kuma na duba yadda cryptography mai juriya da quantum (QRC) zai…
- Ra'ayi. A ainihin tsarin CRYSTALS-Kyber na musamman akwai sabuwar hanyarta ta key encapsulation, wani muhimmin sashi na amintacciyar hanyar sadarwa.
- Tasiri. Masana'antar banki da ayyukan kuɗi tana cikin tseren yau da kullum don kasancewa a gaba da barazanar yanar gizo da ke ƙara zama na zamani.
- Kwarin gwiwa. A cikin yanayin da tsaron yanar gizo ba kawai larura ba ce amma wani abu ne da ke bambanta gasa, masana'antar banki da ayyukan kuɗi tana tsaye a wani muhimmin lokaci.

Menene hanyar ƙungiyar ku wajen magance ƙalubalen da aka kawo a wannan rubuce-rubucen?

→ https://sebastienrousseau.com/ha/2023-11-19-crystals-kyber-the-safeguarding-algorithm-in-a-quantum-age/

#QuantumComputing #CryptographyMaiJuriyaDaQuantum #CrystalsKyber #Cryptography #Tsaro

Sebastien Rousseau | CC-BY-4.0

@online{rousseau2023crystals,
  author  = {Rousseau, Sebastien},
  title   = {{CRYSTALS-Kyber: Algorithm na Kariya a Zamanin Quantum — Sebastien Rousseau}},
  year    = {2023},
  url     = {https://sebastienrousseau.com/ha/2023-11-19-crystals-kyber-the-safeguarding-algorithm-in-a-quantum-age/},
  urldate = {2023}
}

TY  - GEN
AU  - Rousseau, Sebastien
TI  - CRYSTALS-Kyber: Algorithm na Kariya a Zamanin Quantum — Sebastien Rousseau
PY  - 2023
UR  - https://sebastienrousseau.com/ha/2023-11-19-crystals-kyber-the-safeguarding-algorithm-in-a-quantum-age/
ER  -

Rousseau S. CRYSTALS-Kyber: Algorithm na Kariya a Zamanin Quantum — Sebastien Rousseau. sebastienrousseau.com. 2023 Nov 19. Available from: https://sebastienrousseau.com/ha/2023-11-19-crystals-kyber-the-safeguarding-algorithm-in-a-quantum-age/

Rousseau, Sebastien. "CRYSTALS-Kyber: Algorithm na Kariya a Zamanin Quantum — Sebastien Rousseau." sebastienrousseau.com. November 19, 2023. https://sebastienrousseau.com/ha/2023-11-19-crystals-kyber-the-safeguarding-algorithm-in-a-quantum-age/.

Rousseau, S. (2023, November 19). CRYSTALS-Kyber: Algorithm na Kariya a Zamanin Quantum — Sebastien Rousseau. sebastienrousseau.com. https://sebastienrousseau.com/ha/2023-11-19-crystals-kyber-the-safeguarding-algorithm-in-a-quantum-age/

CRYSTALS-Kyber: Algorithm na Kariya a Zamanin Quantum — Sebastien Rousseau

Gano yadda CRYSTALS-Kyber, algorithm na cryptography mai tsayayya da quantum, ke canza duniyar cryptography tana shirya mu don zamanin quantum.

Originally published at https://sebastienrousseau.com/ha/2023-11-19-crystals-kyber-the-safeguarding-algorithm-in-a-quantum-age/ by Sebastien Rousseau.
Licensed under CC-BY-4.0.

SEBASTIEN ROUSSEAU · FOUNDER · ENGINEER