Ukuhlaziywa kokuphepha kwe-cyber: izingozi, idatha, amasu namathuluzi

Informatec Digital » Izinsiza » Ukuhlaziywa kokuphepha kwe-cyber: izingozi, idatha, amasu namathuluzi

Ukuphepha kwe-inthanethi akusekho nje ukufaka isofthiwe ye-antivirus nokulindela okuhle kakhulu . Kumayelana nokuqonda kahle okwenzekayo ezinhlelweni zakho, ukuthi yiziphi izingozi ozithatha nsuku zonke, nokuthi ungazibeka kanjani phambili izinsiza ukuze ugweme ukushiya noma yiziphi izikhala kubahlaseli, konke lokhu ngenkathi ulandela iziqondiso zokuphepha kobuchwepheshe bebhizinisi . Ukuhlaziywa kokuphepha kwe-inthanethi yinqubo eqhubekayo yokuqapha: ukuqoqa idatha, ukuyichaza, nokwenza izinqumo ezihlakaniphile ngaphambi kokuba kugadle inhlekelele.

Esimweni sanamuhla, nge-cloud computing, umsebenzi osebenza kude, i-CI/CD, kanye nokuhlaselwa okuyinkimbinkimbi ngokwengeziwe , ukusabela nje lapho i-alamu ivulwa kuyasilela. Kuyadingeka ukuhlanganisa ukuhlaziywa kwengozi, ukuqapha okuthuthukisiwe, ukufunda komshini, ukuhlolwa kobuchwepheshe, kanye nemikhuba emihle yokuphatha ukuvikela amanethiwekhi, izinhlelo, idatha, futhi, ngaphezu kwakho konke, ukuqhubeka kwebhizinisi, ikakhulukazi ezindaweni zokuphepha ze-CI/CD.

Kuyini ngempela ukuhlaziywa kokuphepha kwe-cyber futhi kungani kubaluleke kangaka?

Uma sikhuluma ngokuhlaziywa kokuphepha kwe-cyber, sibhekisela enqubweni ehlelekile eqoqa, ihlobanise, futhi ifunde idatha yokuphepha (amalogi, ithrafikhi, umsebenzi womsebenzisi, njll.) ukuthola izinsongo, ubuthakathaka, kanye nokuziphatha okungavamile, ngaleyo ndlela ikwazi ukuzinciphisa ngesikhathi.

Lolu hlobo lokuhlaziya ludlulela ngalé kokubuka amalogi ngezikhathi ezithile : luhilela ukusebenzisa ukuhlaziya okuthuthukisiwe, izibalo, kanye nokufunda komshini ukuguqula inani elikhulu lolwazi libe izinqumo ezisebenzisekayo, kokubili ezingeni lobuchwepheshe kanye nelebhizinisi.

Inhloso yayo ikabili : ngakolunye uhlangothi, ukuthola ukuhlaselwa okuqhubekayo, ukukhwabanisa noma ukuxhashazwa; ngakolunye uhlangothi, ukuhlonza ubuthakathaka ezinqubweni, ekucushweni, kuzinhlelo zokusebenza noma kubantu ukuze kuncishiswe indawo yokuhlasela kanye nomthelela ongaba khona wesigameko.

Ngaphandle kokuhlaziya okujulile, izinkampani zivame ukutshala imali kwezokuphepha ngokungacabangi , zichitha imali kumathuluzi angase angaxazululi ubuthakathaka bazo bangempela futhi zishiye izimpahla zazo ezibaluleke kakhulu zingavikelekile. Ukuhlaziywa kwezokuphepha kwe-inthanethi kubeka phambili izidingo futhi kuvimbele lokhu kungabi nambono oqondile.

Ukuhlaziywa kwengozi yokuphepha kwe-cyber: isisekelo sayo yonke into

Ngaphambi kokuxoxa ngamathuluzi, i-AI, noma i-SIEM, sidinga ukukhuluma ngengozi . Ukuhlaziywa kwengozi yezokuphepha kwe-inthanethi yinqubo lapho inhlangano ihlonza khona ukuthi yini engase ihambe kabi, ukuthi izolimaza kangakanani, kanye namathuba okuthi kwenzeke, ukuze kunqunywe ukuthi yiziphi izilawuli okufanele zisebenze nokuthi kuphi, kufaka phakathi izinqumo mayelana namakheli e-IP angaguquki noma aguquguqukayo.

Lokhu kuwumsebenzi ohlelekile futhi ojikelezayo okufanele uphindwe njalo, ikakhulukazi lapho izinhlelo, izinqubo zebhizinisi, noma izinhlaka zomthetho ezifana ne-NIS2 noma i-GDPR zishintsha. Umgomo wayo ukuvikela izimpahla ezibaluleke kakhulu nokuhambisana nezibopho zomthetho ngaphandle kokwenyusa izindleko.

Izigaba ezijwayelekile zokuhlaziywa okuhle kwengozi

Nakuba inkampani ngayinye ivumelanisa indlela yokwenza izinto ukuze ivumelane nesimo sayo , cishe zonke izindlela ezivuthiwe zifaka lezi zigaba ezibalulekile:

1. Chaza ububanziLokhu kuchaza ukuthi yiziphi izindawo, izinqubo, izinhlelo, amanethiwekhi, izinhlelo zokusebenza, noma izinhlobo zedatha ezizohlaziywa. Ukuchaza ngokucacile ububanzi kubalulekile ekusebenziseni izinsiza kahle, kuqala ngalokho okubaluleke kakhulu ebhizinisini.
2. Khomba izimpahlaKuklanywa uhlu lwezinto okudingeka zivikelwe ngempela: amaseva, izinhlelo zokusebenza, izizindalwazi, ama-endpoints, amadivayisi eselula, idatha yomuntu siqu, impahla yobuhlakani, iziteshi zokuxhumana, ingqalasizinda yamafu, njll.
3. Thola izinsongoIzingozi ezilandelayo ezingathinta lezi zimpahla zibhalwe: i-malware, i-ransomware, i-phishing, ukuhlaselwa kwe-DDoS, amaphutha abantu, ukubhujiswa kwangaphakathi, ukwehluleka ngokomzimba, izinhlekelele, ukuvuza kwedatha, phakathi kwezinye.
4. Thola ubuthakathaka obukhona kanye nezivikeloSihlaziya ubuthakathaka (izinhlelo eziphelelwe yisikhathi, ukulungiselelwa okungalungile, amaphasiwedi abuthakathaka, ukuntuleka kokuhlukaniswa, izimvume eziningi, ukuqeqeshwa okungekuhle, njll.) kanye nezilawuli esezisetshenzisiwe kakade (izicishamlilo, izipele, i-MFA, izinqubomgomo, izinqubo, ukuqeqeshwa, njll.).
5. Hlaziya ingoziUlwazi olungenhla luhlanganiswe ukuze kulinganiswe, ngesimo ngasinye, amathuba okuba kwenzeke kanye nomthelela ongaba khona (ezomnotho, ezomthetho, ezisebenzayo, nedumela). Ama-matrices engozi noma amamodeli ezibalo ngokuvamile asetshenziswa lapha.
6. Phatha ubungozi: kwenziwa isinqumo mayelana nokuthi yini okufanele yenziwe ngengozi ngayinye: ukuyinciphisa (ngokusebenzisa izilawuli ezintsha), ukuyidlulisela (umshwalense), ukuyigwema (ngokushintsha inqubo noma ukuyeka ukwenza okuthile) noma ukuyamukela uma iwela ngaphansi kwesifiso senkampani sobungozi.

Ukuphinda lo mjikelezo ngezikhathi ezithile kuvumela ukuzivumelanisa nezinsongo ezintsha , izinguquko zobuchwepheshe, kanye nezifundo ezifundwe ezigamekweni zangaphambilini, okuqinisa ukuphepha kwedijithali njalo.

Amathuba emisebenzi ekuhlaziyweni kwengozi

Uchwepheshe ekuhlaziyeni ubungozi bokuphepha kwe-inthanethi kuvula amathuba amaningi emisebenzi , ikakhulukazi ezinhlanganweni ezisingatha idatha ebucayi noma ezithembele kakhulu ezinhlelweni zedijithali ukuze zisebenze.

Amanye amaphrofayili avame kakhulu ahlobene nalesi sifundo yile:

• Umhlaziyi Wezingozi: ihlola izingozi ezingaba khona ezithinta inhlangano, hhayi nje kuphela ekuphepheni kwe-inthanethi kodwa nasezinqubweni nasemisebenzini, futhi iphakamisa amasu okunciphisa nokuqapha.
• Umeluleki wezokuphepha kwe-inthanethi: iluleka ngokusetshenziswa kwamasu okuphepha, izinqubomgomo kanye nokulawula okusekelwe ekuhlaziyweni okujulile kwezingozi ze-cyber.
• Umhloli wezokuphepha kwe-inthanethi: ibuyekeza ukuthi izilawuli ezisetshenzisiwe zanele futhi zisetshenziswe kahle yini, ihlonza izikhala zokuthobela imithetho futhi iphakamise ukuthuthukiswa.

Kulabo abaqalayo emkhakheni noma abafuna ukugxila , ukuhlaziywa kwezingozi kuyindlela enesidingo esikhulu, amathuba amahle kanye nokusetshenziswa okubanzi ebhange, ezempilo, embonini, ekuphathweni komphakathi kanye nama-SME.

Izingxenye eziyisisekelo zokuhlaziywa kokuphepha kwe-cyber okuqhutshwa idatha

Ukuhlaziywa kwedatha ye-cybersecurity kusebenzisa izibalo kanye nokufunda komshini ukukhipha ulwazi olubalulekile kumalogi, imicimbi, ukugeleza kwenethiwekhi, kanye ne-telemetry ye-endpoint, okuguqula umsindo ube ubuhlakani obuwusizo bokuthola nokuphendula.

Ukuqoqwa kwedatha kanye nemithombo

Ukuhlaziywa okunamandla kuqala ngokuqoqa idatha efanele neyanele mayelana nengqalasizinda kanye nabasebenzisi. Phakathi kwezinhlobo zedatha ezivame kakhulu yilezi:

• Amalogi esistimu nezinhlelo zokusebenza: imicimbi yesistimu yokusebenza, amalogi ohlelo lokusebenza, izizindalwazi, namadivayisi okuphepha.
• Ithrafikhi yenethiwekhi: amaphakethe kanye nokugeleza okuveza ukuthi ubani okhuluma nobani, nini, kanjani, futhi ngaliphi ivolumu.
• Umsebenzi womsebenzisi: ukungena ngemvume, ukwehluleka kokuqinisekisa, ukufinyelela ulwazi olubucayi, ukuziphatha kwangesikhathi sokungasebenzi noma ezindaweni ezingavamile.
• Idatha ye-Endpoint: i-telemetry yemishini yedeskithophu, i-laptop, yeselula, kanye ne-IoT, okuhlanganisa izinqubo, izinguquko zamafayela, kanye nokusetshenziswa kwezinsiza.

Lezi zimpawu zivela emithonjeni eminingi yobuchwepheshe efana nama-firewall, i-IDS/IPS, izixazululo ze-EDR/XDR, amaseva, izinsizakalo zamafu, kanye nezinhlelo zokusebenza ze-SaaS, phakathi kwezinye. Uma ukuqoqwa kwedatha kuhlukahluka futhi kubanzi, umbono wendawo ucebile.

Ukucubungula idatha, ukuhlanza kanye nokwenza kube ngokwejwayelekile

Ngaphambi kokufinyelela iziphetho, idatha kumele ihlanzwe futhi ibekwe ezingeni elifanayo . Lokhu kuhlanganisa ukuhlunga ulwazi olungafanele, ukususa okuphindwe kabili, ukulungisa ukungahambisani, nokuqinisekisa ukuthi izitembu zesikhathi ziyavumelaniswa kuzo zonke izinhlelo.

Ukulungisa kuguqula amarekhodi ahlukene abe yifomethi efanayo ukuze akwazi ukuhlobana kalula, kuhlukaniswe imicimbi ngezigaba (ukuqinisekiswa, ukufinyelela, inethiwekhi, ushintsho lokucushwa, njll.) futhi kuvunyelwe ukuhlaziywa kwesigaba esiphambene.

Ukuhlaziywa kwezibalo kanye nokufunda komshini

Njengoba idatha isilungile, izindlela zezibalo zakudala ziyasetshenziswa, njengokuhlaziywa kwemikhuba, ukuhambisana kwemicimbi, ukutholakala kwethrafikhi engavamile noma ukwanda kokufinyelela, kanye nokutholwa kwe-anomaly ngokusekelwe emikhawulweni noma kumamodeli okuziphatha.

Izinga elilandelayo ukusebenzisa amasu okufunda komshini :

• Ukufunda okugadiwe: amamodeli aqeqeshwe ngezibonelo ezinelebula zokuhlaselwa okwaziwayo ukuze abone amaphethini afanayo esikhathini esizayo.
• ukufunda okungajwayelekile: ama-algorithms athola ukuziphatha okungajwayelekile ngaphandle kwesidingo samalebula angaphambilini, awusizo kakhulu ezinsongweni ezintsha noma ukuhlaselwa kwezinsuku ezingenalutho.
• ukufunda okujulile: amanethiwekhi e-neural ahlonza izakhiwo eziyinkimbinkimbi ngemininingwane eminingi futhi athole izinkomba zokuyekethisa okunzima ukuzibona ngamehlo enyama.

Lawa makhono avumela ukushintsha kusuka ekuphepheni okusabelayo kuya ekuphepheni okusebenzayo , ukulindela izinsongo, ukuhlanganisa izimpawu ezibuthakathaka, kanye nokunciphisa isikhathi sokutholwa kanye nokuphendula.

Amasu abalulekile okuhlaziya ukuphepha kwe-inthanethi

Ukuhlaziywa kokuphepha kwe-inthanethi kuhlanganisa amasu amaningana ahambisanayo okuhlonza, ukuhlola, kanye nokunciphisa izinsongo ngaphambi kokuba zibe yizigameko ezinkulu.

Ukutholwa kwe-Anomaly kanye nokuhlaziywa kokuziphatha

Ukutholwa kwe-Anomaly kuhilela ukufuna ukuziphatha okungavamile : ukungena ngemvume ngezikhathi ezingajwayelekile, ukunyakaza kwedatha okungavamile, izinguquko ezisheshayo kumaphethini enethiwekhi, noma ukwanda kwamaphutha kanye nokuphahlazeka.

Kule ndlela, ukuhlaziywa kokuziphatha kuvelele :

• I-UBA (Ukuhlaziywa Kokuziphatha Komsebenzisi): iqapha indlela abasebenzisi abaziphatha ngayo ngokuhamba kwesikhathi ukuze ithole ukuziphatha okusolisayo noma izimpawu zama-akhawunti asengozini.
• I-EBA noma i-UEBA (I-Entity/Endpoint Behavior Analytics)Igxila kumadivayisi, izinhlelo zokusebenza, kanye nezinye izakhi zobuchwepheshe ukuze ibone izinguquko ezingalindelekile emsebenzini wazo.

Ukuchaza isisekelo sokuziphatha "okuvamile" kubalulekile ukuze uhlelo lukwazi ukumaka ukuphambuka okudinga uphenyo.

Ukuhlaziywa kwethrafikhi yenethiwekhi

Inethiwekhi iwumthombo obalulekile wolwazi , okuhlanganisa ukulawulwa kwemihubhe kanye nokuphepha kwe-VPN , ngoba cishe noma yikuphi ukuhlasela okungathi sína kushiya umkhondo kuthrafikhi. Amanye amasu avamile afaka:

• Ukuhlolwa kwephakheji: hlola okuqukethwe, izihloko kanye nezinqubo ukuze uthole i-malware, ukuxhumana okungagunyaziwe noma ukusetshenziswa kabi kwezinsizakalo.
• Ukuhlaziywa kokugelezaHlola amavolumu oxhumano, izindawo oya kuzo, kanye nemvamisa ukuze uthole ukuphakama okungajwayelekile, ukukhishwa kwedatha enkulu, noma ukuxhumana nama-IP asolisayo.
• Ukuhlaziywa kwephrothokholi: hlola ukuthi amaphrothokholi asetshenziswa ngendlela engavamile noma ngezindlela ezivamile zokuhlasela okuthile.

Ubuhlakani bezinsongo, izisayini, kanye ne-heuristics

Ubuhlakani bezinsongo buhlinzeka ngomongo wangaphandle : izinkomba ezaziwayo zokuyekethisa, imikhankaso esebenzayo, ingqalasizinda yabahlaseli, izithasiselo ezivame kakhulu kulo mkhakha, njll.

Izindlela ezimbili zakudala zihlanganiswe nalokhu kuhlakanipha :

• Ukutholwa okusekelwe kusiginesha: ukuqhathanisa amafayela, ithrafikhi noma ukuziphatha nezizindalwazi ze-malware namaphethini okuhlasela aziwayo.
• ukuhlaziywa kwe-heuristic: ukuhlolwa kokuziphatha kwekhodi noma izinqubo ezindaweni ezilawulwayo, ukufuna amaphethini ajwayelekile emisebenzi enonya ngisho noma isiginesha singakabi khona.

Ngenxa ye-heuristics, kungenzeka ukuthola ukuxhashazwa kwe-zero-day kanye ne-malware ye-polymorphic eshintsha isimo ukuze igweme izimpawu zendabuko.

Ukuhlolwa kwengozi, ukuhlolwa kobuthakathaka kanye nokuthola amaphuzu

Ukuhlolwa kwengozi yobuchwepheshe kuncike eziskeni zobuthakathaka kanye nezindlela zokuthola amaphuzu ukuze kubekwe phambili ukuthi yini okufanele ilungiswe kuqala.

• Amathuluzi okuhlaziya ubungozi ngokuzenzakalelayoZikhomba ukwehluleka okwaziwayo ezinhlelweni, ezinhlelweni zokusebenza, kanye nokucushwa, zinikeze ubucayi (isb., ngokusekelwe ku-CVSS), futhi ziphakamisa ama-patches noma ukunciphisa.
• Isilinganiso sengoziIhlanganisa umthelela ongaba khona kanye namathuba alinganiselwayo ukuze kuhlukaniswe ubuthakathaka kanye nezinsongo, kugxilwe imizamo kulezo ezingathi sína kakhulu.

Le ndlela igwema iphutha "lokulungisa yonke into ngokulinganayo" futhi ivumela izinsiza ukuthi zigxile lapho ukuqhubeka kwebhizinisi kanye nokuthobela imithetho kusengozini ngempela.

Amathuluzi nobuchwepheshe bokuhlaziya ukuphepha kwe-inthanethi

Ukusebenza kahle kokuhlaziywa kuncike kakhulu kumathuluzi akusekelayo , kokubili maqondana nokuhlanganiswa kwamalogi kanye nokuxhumana kanye nokuphendula.

Izinhlelo ze-SIEM kanye nokuhlaziywa okuhlanganisiwe

I-SIEM (Ulwazi Lokuphepha kanye Nokuphathwa Kwemicimbi) ihlanganisa futhi ihlaziye imicimbi yokuphepha evela kuyo yonke ingqalasizinda ye-IT epulatifomu eyodwa.

• Ukuhlanganiswa kwedathaBahlanganisa amalogi avela kumaseva, izinhlelo zokusebenza, amadivayisi enethiwekhi, izixazululo zokuphepha, kanye nezinsizakalo zamafu.
• (Eduze) Ukuhlaziywa Kwesikhathi SangempelaZihlobanisa imicimbi futhi zisebenzisa imithetho yokuhlaziya noma amamodeli ukukhiqiza izexwayiso lapho kutholwa amaphethini asolisayo.
• Ukubika nokuthobela imithethoZisiza ukubhala phansi izehlakalo, zibonise ukuthobela imithetho, futhi zinikeze ukubonwa kwabaphathi.

Uma kuqhathaniswa nezinhlelo zendabuko, amapulatifomu esimanje asekelwe efwini anikeza ukusabalala kokudonsa inani elikhulu ledatha evela ezindaweni ze-CI/CD kanye nezakhiwo ezihlanganisiwe.

I-IDS, i-IPS kanye nezinye izixazululo ezikhethekile

Izinhlelo zokuthola nokuvimbela ukungena (i-IDS/IPS) ziseyizingxenye ezibalulekile zokuhlonza ukufinyelela kanye nomsebenzi ononya:

• Ama-NIDS (ama-ID enethiwekhi)Baqapha ithrafikhi yenethiwekhi befuna izimpawu zokuhlaselwa kwezinga lengqalasizinda.
• Ama-HIDS (Ama-ID Omsingathi)Zigxila emsebenzini ngaphakathi kwe-host ethile (iseva, indawo yokugcina), ziqapha izinguquko kumafayela, izinqubo, kanye nokucushwa.
• I-IPSNgaphezu kokuthola, zingavimba noma zinqamule ngokuzenzakalelayo ithrafikhi enonya ngokusekelwe emithethweni noma ekuhlakanipheni kokusongela.

Ngesikhathi esifanayo, kuvela izixazululo ezithuthukisiwe ezifana namapulatifomu okuhlaziya asekelwe ku-EDR/XDR kanye ne-AI ahlanganisa i-endpoint, inethiwekhi, kanye ne-cloud telemetry ukuze kunikezwe umbono ohlangene wokuhlaselwa futhi kuzenzekele ingxenye yempendulo.

Ukusetshenziswa kokuhlaziywa kokuphepha kwe-cyber emikhakheni ehlukene

Ukuhlaziywa kokuphepha kwe-inthanethi kulungiselelwe izimo ezithile zomkhakha ngamunye , noma ngabe ubuchwepheshe obuyisisekelo bufana. Uhlobo lwedatha ebalulekile, izidingo zomthetho, kanye nemodeli yengozi konke kuyahlukahluka.

Umkhakha wezezimali

Emisebenzini yasebhange neyezezimali, izindlela ezimbili ezisetshenziswayo zivelele kakhulu :

• ukutholwa kokukhwabanisaUkuhlaziywa kwamaphethini okuthengiselana, ukuziphatha kwe-akhawunti, kanye nokugeleza kwemali ukuze kutholakale ukunyakaza okungajwayelekile okungaba ukukhwabanisa noma ukuhlanzwa kwemali.
• Ukuthobela okuvamile: ukukhiqiza imibiko yabalawuli, ukulandelela ukuthengiselana okusolisayo, kanye nokunikeza ubufakazi bokuthobela imithetho ye-AML kanye neyokuphepha.

Umkhakha wezokunakekelwa kwempilo

Emkhakheni wezempilo, okubaluleke kakhulu ukuvikela idatha yesiguli nokuqinisekisa ukutholakala kwezinhlelo ezibalulekile (amarekhodi ezokwelapha e-elekthronikhi, imishini yezokwelapha exhunyiwe, njll.).

• Ukuphepha kwamarekhodi ezokwelapha: ukulawula ukufinyelela, ukulandeleka kokuthi ubani obheka noma oguqula idatha, kanye nokutholakala kokufinyelela okungagunyaziwe.
• Ukuthobela imithetho yobumfihlo (njenge-HIPAA kwamanye amazwe noma imithethonqubo yendawo): irekhodi lokuhlolwa kwamabhuku, izinqubomgomo zelungelo elincane kanye nokuqapha okuqhubekayo.

Uhulumeni kanye nokuzivikela

Ezindaweni zikahulumeni nezokuvikela, ukuhlaziywa kugxila ebunhlolini be-inthanethi kanye nokuvikelwa kwengqalasizinda ebalulekile njengegridi kagesi, ezokuxhumana, ezokuthutha, noma izinhlelo zokulawula nokulawula.

• Ukuvikelwa kwengqalasizinda ebalulekileUkuqapha okuqhubekayo, ukutholakala kokuziphatha okungajwayelekile ezinhlelweni zezimboni, kanye nokuhlukaniswa okuqinile.
• Ukuzivikela empini ye-cyber: ukulindela amaqhinga esitha, ukuhlanganiswa kokuphendula ezigamekweni ezinkulu, kanye nokubambisana kwamazwe ngamazwe.

Izinselele ezivamile ekuhlaziyweni kokuphepha kwe-cyber

Nakuba izinzuzo zinkulu kakhulu, akuzona zonke izinto ezihamba kahle . Ukusebenzisa ukuhlaziywa kokuphepha kwe-inthanethi okuphumelelayo kuletha izinselele eziningana okufanele zikhunjulwe.

Ubumfihlo kanye nokuvikelwa kwedatha

Ukuhlaziya inani elikhulu ledatha yomsebenzisi nesistimu kuhilela ukuphatha ulwazi olubucayi . Kubalulekile ukuthobela imithetho yokuvikela idatha, ukusebenzisa izimiso zokunciphisa, futhi, lapho kufaneleka, ukusebenzisa amasu okungaziwa noma okuqamba igama eliyimfihlo.

Ngaphezu kwalokho, kumele kusungulwe izilawuli zokufinyelela eziqinile zamapulatifomu okuhlaziya , kuncishiswe ukuthi ubani ongabona ukuthi yiluphi ulwazi futhi kuhlolwe ukuthi lusetshenziswa kanjani.

Scalability kanye nezindleko

Amanethiwekhi anamuhla akhiqiza inani elikhulu lamalogi nemicimbi , kanti izindawo ze-CI/CD zandisa ukuphindaphinda nokusetshenziswa, okwandisa umthwalo wokuhlaziya kanye nokuvela kwezikhungo zedatha.

Ukwandisa ingqalasizinda yokuhlaziya ngaphandle kokunciphisa isabelomali kuyinselele : ifu liyasiza ekubambeni ukwanda nokukhula ngokufunwa, kodwa lidinga ukwakheka ngokucophelela kwesitoreji, ukugcinwa kwedatha, kanye nokusetshenziswa kwezinsiza.

ukuhlaziywa kwesikhathi sangempela

Ezinsongweni eziningi, ukusabela sekwephuzile ngemizuzu embalwa kakade sekwephuze kakhulu . Ukunciphisa ukubambezeleka phakathi kokutholwa kanye nokusabela kudinga ukwakheka okulungiselelwe, ukuzenzekela, kanye namandla okucubungula anele.

Ukulinganiselwa kobuchwepheshe, izinhlelo ezindala, kanye nokuntuleka kwabasebenzi abanamakhono kuvame ukwenza kube nzima ukufeza ukuhlaziywa kwesikhathi sangempela, ikakhulukazi ezinhlanganweni ezisabalele kakhulu.

Izindlela ezinhle kakhulu zokuthola okuningi ekuhlaziyweni kokuphepha kwe-inthanethi

Ngale kwamathuluzi, impumelelo incike ekutheni idatha, abantu, kanye nezinqubo ziphathwa kanjani . Ezinye izincomo ezibalulekile:

Ukuphathwa kwedatha kanye nokuhambisana nokuhambisana

Ukuchaza izinqubomgomo zokuphathwa kokuphepha kwedatha ezicacile (okuqoqwayo, okungakanani okugciniwe, obani abanokufinyelela, futhi ngaziphi izinjongo) kubalulekile ekulinganiseni ukuphepha, ubumfihlo, kanye nezindleko.

Ukunikeza imisebenzi ethile kanye nemithwalo yemfanelo (abanikazi bedatha, izikhulu zokuphepha, ama-DPO, njll.) kugwema izindawo ezingacacile futhi kwenza kube lula ukubonisa ukuthobela imithetho ngesikhathi sokuhlolwa kwamabhuku.

Tshala imali ngokuhlakanipha kumathuluzi athuthukile

Akukhona ukuthenga "okwakamuva ku-AI", kodwa mayelana nokuhlola ukuthi yiziphi izixazululo ezifanelana ngokoqobo lwakho : amakhono okuhlaziya ngesikhathi sangempela, ukwesekwa kokufunda komshini, ukukhuliswa, ukuhlanganiswa namathuluzi akhona, kanye nekhwalithi yokusekelwa kobuchwepheshe komhlinzeki.

Isinqumo kufanele futhi sicabangele uhla lokufunda lweqembu , izindleko eziphelele zobunikazi, kanye nokulula kokusebenzisa izimo ezithile ngokuzenzakalela (ukutholwa kwangaphakathi, ukukhishwa kwedatha, njll.).

Buyekeza njalo ubuhlakani bezingozi

Ukuhlanganisa imithombo yobuhlakani yangaphandle (ama-feed ezentengiselwano, ama-feed omphakathi, ama-CERT kazwelonke, njll.) kumapulatifomu okuhlaziya kuthuthukisa kakhulu amakhono okuthola.

Amamodeli okufunda komshini adinga "ukudla" idatha entsha ukuze aqhubeke esebenza kahle, ngakho-ke izibuyekezo ezivamile nokufunda okuqhubekayo kubalulekile.

Ukuqeqeshwa kwabasebenzi nokuqwashisa

Amathuluzi ewodwa awanele uma ithimba lingazi ukuthi liwahumushe kanjani . Kubalulekile ukuqeqesha ochwepheshe be-IT kanye nezokuphepha ekusebenziseni izixazululo zokuhlaziya, kanye nasemiqondweni yokusabela engozini kanye nezingozi.

Ngaphezu kwalokho, bonke abanye abasebenzi kumele baqonde indima yabo ekuphepheni kwe-inthanethi : ukuqaphela imizamo yobugebengu bokweba imininingwane eyimfihlo, ukulandela izinqubomgomo zephasiwedi, ukuhlonipha izinqubo zokufinyelela, njll. Ukwephulwa kwemithetho eminingi kuqala ngephutha elilula lomuntu.

Ukuhlolwa okwenziwa ngezikhathi ezithile kanye nokuhlolwa kobuchwepheshe

Ukuhlolwa kwezokuphepha kwe-inthanethi kuyithuluzi eliyinhloko "lokuhlanzeka" nokuhlola ukuthi izinyathelo ezithathiwe ziyasebenza ngempela nokuthi kusenezikhala kuphi.

• Incazelo Yobubanzi kokuhlolwa: yiziphi izinhlelo, izinhlelo zokusebenza, amanethiwekhi noma izinqubo ezizobuyekezwa.
• Ukuvuselela kabusha imininingwane ngokusebenzisa imithombo evulekile (i-OSINT), ukubuyekezwa kokucushwa, uhlu lwezimpahla eziveziwe kanye nedatha.
• Ukumodela okusongelayo ukunquma ukuthi yiziphi izimpahla ezizohlaselwa nokuthi isitha sangempela singakwenza kanjani lokho.
• Ukuhlaziywa kanye nokuxhashazwa kobungozi ukulingisa izenzo zomhlaseli, okuhlanganisa nezenzo zangemva kokuxhashazwa ukuze kubonwe ukuthi umuntu angahamba ibanga elingakanani.
• Umbiko nezincomo ngokuhlaziywa okucacile kokwehluleka, izingozi ezihlobene kanye nohlelo lokunciphisa olunconywayo.

Ukwenza lokhu kuhlolwa ngezikhathi ezithile kusiza ukukala izinga langempela lokuchayeka , ukuqinisekisa ukuthi izinyathelo zokulungisa ziyasebenza yini, nokuthola ubuthakathaka obusha ngaphambi kokuba abahlaseli benze kanjalo.

Ukuhlaziywa kwekhodi engaguquki neguquguqukayo njengengxenye yesu

Ekuthuthukisweni kwesofthiwe, ukuhlaziywa kokuphepha kwe-cyber kuhilela ukubuyekeza ikhodi ukuthola amaphutha kanye nobuthakathaka kusenesikhathi, ukuyihlanganisa nomjikelezo wokuphila (i-DevSecOps).

Ukuhlaziywa kwekhodi engashintshi

Ukuhlaziywa okuqinile kuhlola ikhodi ngaphandle kokuyisebenzisa , kubukezwa ikhodi yomthombo, ephakathi, noma enambambili ukuze kutholakale amaphethini ayinkinga.

• Ukutholwa kwephutha kusenesikhathi: uthola amaphutha okucabanga, imikhuba emibi kanye nobuthakathaka kusukela ezigabeni zokuqala zentuthuko.
• Ukuthuthukiswa kwekhwalithi: kuqinisa amazinga okubhala amakhodi, izindlela zokuqamba amagama, isitayela kanye namaphethini okuklama alula ukugcinwa kanye nokukhula.
• Ukuqiniswa kokuphepha: ithola ubuthakathaka obujwayelekile (ukujova kwe-SQL, i-XSS, ukugcwala kwe-buffer, ukuphathwa okungavikelekile kwememori noma iziqinisekiso, njll.).
• Ukusabalala okubanzi: Ihlola izindlela zokwenza ezingase zingasetshenziswa ekuhlolweni okunamandla.
• Ukwenza ngokuzenzakalelayo kuphayiphi ye-CI/CD: ivumela impendulo eqhubekayo kubathuthukisi, okunciphisa izindleko kanye nesikhathi sokulungisa.

Kodwa-ke, ukuhlaziywa kwe-static kunemikhawulo : akubheki ukusebenza kwesikhathi sokusebenza, kungadala imiphumela emihle engamanga, futhi akubonisi izinkinga ezincike kudatha ethile noma izimo zokusebenzisa.

Ukuhlaziywa kwekhodi enamandla

Ukuhlaziywa okunamandla kuhlola isofthiwe ngenkathi isebenza , kubhekwe ukuthi uhlelo luziphatha kanjani ngokufaka kwangempela noma okulingisiwe.

• Ukutholwa kwenkinga yesikhathi sokusebenza: ukuvuza kwenkumbulo, izimo zomjaho, izithiyo, ukuphahlazeka, kanye namaphutha avela kuphela ngaphansi komthwalo.
• Ukuqonda ukuziphatha kwangempela: ukusebenzisana nezinsizakalo zangaphandle, izizindalwazi, ama-API kanye nezingxenye zenkampani yangaphandle.
• Izilinganiso zokusebenza ezinemininingwane: izikhathi zokuphendula, ukusetshenziswa kwe-CPU nememori, ukusetshenziswa kwenethiwekhi, nezinye izinsiza.
• Ukutholwa kobungozi ngokuhlola okusebenzayo: ukulingiswa kokuhlaselwa kanye nokuqapha ukusabela kohlelo lokusebenza.

Akukhona ukuthi ukuhlaziywa okuguquguqukayo "kungcono" kunokuhlaziywa okuguquguqukayo noma okuphambene nalokho : kuyaphelelisana. Ukuhlaziywa okuguquguqukayo kuhlanganisa izindlela namaphethini angenziwanga ezivivinyweni, kuyilapho ukuhlaziywa okuguquguqukayo kuthola amaphutha omongo kanye nobuthakathaka obuvela kuphela lapho kusetshenziswa uhlelo lokusebenza ezindaweni zangempela noma zokuhlola.

Uma kuhlanganiswa, ukuhlaziywa kokuphepha kwe-inthanethi—kusukela ekuphathweni kwezingozi kanye nokuhlaziywa kwedatha kuya ekuhlolweni nasekubuyekezweni kwekhodi—kuvumela izinhlangano ukuthi zisuke ekuzivikeleni okuthuthukisiwe ziye isu eliqinile, elisekelwe ebufakazini elilungiselelwe inhlangano ngayinye, kunciphisa amathuba ezigameko ezinkulu futhi kunciphise umthelela wazo lapho zenzeka.