E bolela lefapha le tsamaisoang ke data le hlahlobang mekhoa ea ts'ebetso ea mosebelisi le mokhatlo ho utloisisa, ho bolela esale pele le ho lemoha ho kheloha boitšoarong bo lebelletsoeng. tshireletso le DevSecOps, ho utloisisa hore na tlhahlobo ea boitšoaro ke eng ho ba bohlokoa ha ho sireletsoa khahlanong le litšokelo tsa sejoale-joale tse fetang litsamaiso tsa setso tse thehiloeng melaong ka ho etsisa tšebeliso e tloaelehileng.
Polelo ena e akaretsa temohisiso e shebaneng le khoebo, joalo ka ho latela tšebelisano ea bareki, le mokhoa o shebaneng le ts'ireletso oa ho sibolla litšokelo tsa ka hare, litlhaselo tsa matsatsi a lefela, le boits'oaro bo sa tloaelehang ho pholletsa le litsamaiso
Tlhahlobo ea Boitšoaro e Hahiloe holim'a Eng? #
- Theha ea motheo: Taba ea pele, e kenyelletsa ho theha profil ea "boitšoaro bo tloaelehileng" ka lintlha tse fapaneng tsa data, liketso tsa basebelisi, liketsahalo tsa sistimi, sephethephethe sa marang-rang le ts'ebetso ea sesebelisoa.
- Tlhokomeliso ea Lipaterone le Tlhahlobo ea Anomaly: Hang ha motheo o se o le teng, litsamaiso tsa tlhahlobo ea boitšoaro li tšoaea ho kheloha, joalo ka ho jarolla ka tšohanyetso bongata kapa linako tse sa tloaelehang tsa phihlello, tse bontšang kotsi e ka bang teng.
- Ho Ithuta ka Mechini & AI: Mekhoa ea sejoale-joale e itšetlehile haholo ka AI le ho ithuta ha mochini ho sekaseka bongata bo boholo ba data ea liketsahalo le ho fetola mekhoa ea motheo ha nako e ntse e ea.
- User and Entity Behaviour Analytics (UEBA): Katoloso e shebaneng le tshireletso ya tlhahlobo ya boitshwaro, UEBA ha e hlahise basebedisi feela empa e boetse e hlahisa dibopeho tsa mekgatlo e kang disebediswa, di-application le di-server ho lemoha ditshoso tse rarahaneng.
Likopo tsa Bohlokoa ho DevSecOps le Tšireletso ea Likopo #
1 Ka Hare ho DevSecOps Pipelines
Ho DevSecOps, ho kenya tlhahlobo ea boitšoaro ho thusa ho beha leihlo ka ho tsoelang pele kamoo bahlahisi, CI/CD lisebelisoa, le litsamaiso tse iketsang li sebelisana le libaka tsa polokelo ea khoutu, litsamaiso tsa kaho, le ho kenngoa ha tsona pipelines. Tlhahlobo ea boitšoaro moelelong ona e lemoha mesebetsi e sa tloaelehang, joalo ka phihlello e sa lumelloang ho li-script tsa ho kenya tšebetsong kapa keketseho e sa tloaelehang meahong, e ka bontšang ho sekisetsa.
2 Ho lemoha Litšokelo tsa Ka Hare
Litšokelo tsa kahare hangata li qoba litšireletso tse thehiloeng ho matšoao. Litlhahlobo tsa boitšoaro li thusa ho senola ha mosebelisi ea nepahetseng a qala ho etsa lintho ka ntle ho mekhoa e tloaelehileng, ho fihlella li-module tse bonolo, ho romela data kantle ho naha, kapa ho baka lipotso tse sa tloaelehang. Lipatlisiso li bontša hore meralo ea tlhahlobo ea boitšoaro e ka fokotsa haholo litšusumetso tse fosahetseng ho fumanoeng ha litšokelo tsa kahare.
Litšokelo tse 3 tse Tsoelang Pele tse sa Feleng (APTs) le ho Tsoma ka Mokhoa o sa Tloaelehang
Tlhahlobo ea boitšoaro e ipabola ho sibolleng li-APT tse tsoelang pele butle le ho boloka sephiri. Ka ho bapisa liketsahalo tsa nako ea sebele le motheo o thehiloeng, sistimi e ka lemoha liphapang tse poteletseng, e nolofalletsang ho tsoma litšokelo esale pele le karabelo ea liketsahalo.
4 Patlisiso ea Kamora Ketsahalo le Forensic
Kamora ketsahalo, tlhahlobo ea boitšoaro ke eng e bolela ho hlahloba litlaleho tsa boitšoaro tsa nalane ho latela tatellano ea lintho tse sa tloaelehang, hore na li qalile neng, hore na ke eng e fetohileng, le hore na boitšoaro bo ile ba fetoha joang, ka hona ho ntlafatsa lipatlisiso tsa forensic le maano a tokiso.
5 Ka Nģ'ane ho Tšireletso: Temoho ea Khoebo
Leha re tsepamisitse maikutlo ho tshireletso, tlhahlobo ea boitšoaro e boetse e matlafatsa DevOps decisli-ion, ho utloisisa mesebetsi ea basebelisi, tšebeliso ea likarolo tsa lefats'e la 'nete, le mekhoa ea UI/UX, ho thusa lihlopha ho ntlafatsa ho kenngoa ha lisebelisoa, lifolakha tsa likarolo le ho pepesehela likotsi.
Mekhoa le Mekhoa #
- Mehlala ea ho Ithuta ka Botebo (Li-Autoencoder): Mekhoa ea UEBA e ka sebelisa li-autoencoder tse tebileng ho ithuta kabo e tloaelehileng ea boitšoaro le ho tšoaea lintho tse sa tloaelehang ka tsela e hlakileng.
- Ho Hlophisa le ho Hakanya ho se Nepahale: Meralo e tsoetseng pele e kopanya tlhahlobo ea boitšoaro le lihlopha tse tebileng le mohlala oa ho se tsitse ho ikamahanya le maemo ka mokhoa o feto-fetohang le ho fokotsa litemoso tsa bohata.
- Kamano ea Ketsahalo le Tlhokomelo ea Nako ea Sebele: Ho kopanngoa le SIEM ho ntlafatsa tlhahlobo ea boitšoaro ka ho kopanya liketsahalo tsa log le temohisiso e kopaneng, ho eketsa ponahalo ea ts'ireletso ea nako ea sebele.
- Litekanyo tsa Motheo tsa Boitšoaro: Dikarolo di kenyeletsa tlhahlobo ya sehlopha, tsela, le funnel ho latela kamoo boitshwaro bo fetohang kateng, e leng sa bohlokwa tshireletsong le tlhahlobong ya basebedisi.
Melemo bakeng sa DevSecOps le Lihlopha tsa Tšireletso #
Tlhahlobo ea boitšoaro e tlisa eng tafoleng bakeng sa lihlopha tsa DevSecOps?
Tšireletso e Ikamahanyang le Maemo: Mekhoa ea ML e thusa tlhahlobo ea boitšoaro ho ikamahanya le maemo ha tikoloho e ntse e fetoha.
E tsoetse pele Tlhaloso ea Anomaly: E khetholla litšokelo tse poteletseng tseo litsamaiso tsa setso li li hlokomolohang.
E fokotsoe Tlhokomeliso Mokhathala: Mohlala o tsamaisoang ke ML o fokotsa lintho tse fosahetseng tse ntle 'me o beha pele lintho tse sa tloaelehang tse ka etsoang.
Lintlha tse Ntlafalitsoeng tsa Forensic: Metheo ea boitšoaro e tsamaellanang le nako e thusa ho qhaqholla ketsahalo.
Ponahalo e Ntlafetseng ea DevOps: Ho utloisisa boitšoaro ho pholletsa le lisebelisoa le pipelines e thusa ho pepesa ho se sebetse hantle ha ts'ireletso le ts'ebetso.
Liphephetso le Phokotso #
Esita le litsamaiso tse ntle ka ho fetisisa li kopana le mathata:
- Lintho tse ntle le tse mpe tsa bohata: Boitšoaro bo fetoha ka lebaka la mosebetsi o utloahalang bo ka ferekanya ho lemoha, kapa bahlaseli ba ka etsisa boitšoaro hantle ho lekana ho qoba ho fumanoa
- Lekunutu le ho Latelana: Ho bokella mesebetsi e mengata ya basebedisi ho hlahisa matshwenyeho mabapi le lekunutu le melawana e kang GDPR. Taolo e hlakileng ya data e bohlokwa
- Kotsi ea ho rarahana ha lisebelisoa le ho kopanya: Ho hlahisa tlhahlobo ea boitšoaro ho DevSecOps pipelines e hloka moralo o tiileng, li-API le data pipelineho lekana meralo ea motheo e teng
- Bophahamo ba data le ho feta: Ho rekota data e kgolo ya diketsahalo ho pholletsa le tikoloho ya ntshetsopele, ya ho hlophisa le ya tlhahiso ho hloka polokelo e sebetsang hantle, ho sefa le ho ntsha dintho.
Kakaretso ea Litlhaloso #
| poleloana e reng | tlhaloso |
|---|---|
| Tlhahlobo ea Boitšoaro ke eng? | Mokhoa o latelang, o sekasekang, le ho tšoaea liketso tsa basebelisi/setheo khahlanong le metheo e ithutoang o sebelisa tlhahlobo ea data le AI. |
| Baseline | The standard paterone ea ts'ebetso eo ho eona ho lekanyetsoang liphapang. |
| UEFA | Tlhahlobo ea Boitšoaro ba Mosebelisi le Mokhatlo, mofuta o shebaneng le ts'ireletso o hlahisang liprofaele tsa basebelisi, lisebelisoa, lisebelisoa le litsamaiso. |
| Tlhaloso ea Anomaly | Ho hlwaya diphapang ho tloha metheong e thehilweng e le mathata a ka bang teng a tshireletso. |
| Ho Fumana Tšoso e ka Hare | Ho sebelisa tlhahlobo ea boitšoaro ho bona liketso tse sa tloaelehang tsa ka hare. |
| Ho Fumana Li-APT | Ho sibolla litšokelo tse patiloeng le tse tsoetseng pele tse ntseng li tsoela pele tlas'a radar. |
| Tlhahlobo ea Forensic le Karabelo ea Ketsahalo | Tlhahlobo ea lintlha tsa boitšoaro kamora nako e itseng ho tsosolosa liketsahalo tsa ts'ireletso. |
| Thuto ea Mochini / AI | Lisebelisoa le li-algorithm tse nolofalletsang ho lemoha lipaterone, ho haha motheo oa motheo, le tlhahlobo ea ho ikamahanya le maemo. |
| Lekunutu le ho Latelana | Meralo ea ho netefatsa hore pokello ea lintlha tsa boitšoaro e latela melaoana. |
| Kopanyo ea DevSecOps | Ho kenya tlhahlobo ea boitšoaro ho CI/CD pipelinele diketane tsa disebediswa bakeng sa tlhokomelo le tshireletso e phelang. |
Hape, Tlhokomeliso ea ho Qetela mabapi le Hore na Tlhahlobo ea Boitšoaro ke Eng #
Tlhahlobo ea boitšoaro ke eng moelelong oa DevSecOps? Joalokaha re bone, ha se mohopolo o sa utloisiseheng; ke mokhoa o sebetsang, o matla o tsamaisang ts'ireletso e sebetsang, ho lemoha ho feto-fetohang, le temohisiso e tebileng ea ts'ebetso. Haeba u kopanya tlhahlobo e bohlale ea data le motheo oa boitšoaro, lihlopha tsa DevSecOps li tla khona ho lemoha litšokelo tse poteletseng, ho ntlafatsa bokhoni ba lipatlisiso, le ho hokahanya nts'etsopele. pipelineka boemo bo tiileng ba ts'ireletso, ha tsohle li ntse li tsamaea ka har'a boinotši le mathata a meralo ea motheo.
Li-platform tsa ts'ireletso joalo ka Xygeni ho atolosa bokgoni bona ka ho sireletsa ketane ya phepelo ya software le CI/CD tikoloho, ho fana ka tlhahisoleseding e ntlafalitsoeng ea boitšoaro ho tsoa polokelong ea khoutu, lits'ebetso tsa kaho le ho kenngoa tšebetsong pipelines. Kopanyo ena e matlafatsa tlhahlobo ea boitšoaro ho lemoha lintho tse sa tloaelehang pejana, ho fokotsa lintho tse fosahetseng tse ntle, le ho netefatsa hore mohato o mong le o mong oa potoloho ea bophelo ba nts'etsopele o lula o sireletsehile ebile o latela melao.
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