TL, DR
An bayar da rahoton sabbin CVEs sama da 52,000 a shekarar 2026. Matsalar ba shine neman na'urar daukar hoto ba - sai dai neman wanda zai bayyana abin da ke da muhimmanci. Yawancin kayan aikin duba raunin da ke haifar da sakamako. Kadan ne ke samar da sakamakon da ya dace. Bambancin yana cikin yadda suke fifita: ƙimar CVSS mara kyau, wanda yawancin kayan aikin har yanzu suna dogara da shi, ba ya raba raunin da za a iya isa gare shi da kuma amfani da shi a yanayin samarwarku daga wanda ke cikin dogaro da aikace-aikacenku bai taɓa buƙata ba.
Faɗin ɗaukar hoto, ingancin fifiko, da kuma ikon gyarawa sun raba kayan aikin da ke cikin wannan jerin. Na'urorin daukar hoto masu mayar da hankali kan hanyar sadarwa kamar Tenable, Qualys, da Rapid7 InsightVM suna rufe kayayyakin more rayuwa amma suna rasa haɗarin aikace-aikace da sarkar samar da kayayyaki. Tsarin farko na aikace-aikace kamar Checkmarx One da Veracode suna rufe lambar kariya da dogaro amma suna ƙara sarkakiyar aiki da tsada mai yawa. Kayan aikin da suka dace da masu haɓakawa kamar Aikido suna rufe babban AppSec akan farashi mai rahusa amma tare da ƙarancin fifiko. Kayan aikin ƙwararru kamar Acunetix da CyCognito suna rufe takamaiman yadudduka - aikace-aikacen yanar gizo ko saman hari na waje - kuma suna buƙatar haɗa su da wasu.
Kwatancen da ya fi muhimmanci shine daidaito. A kan Alamar OWASP don SAST, Xygeni ya cimma ƙimar Gaskiya Mai Kyau 100% tare da ƙimar Gaskiya Mai Kyau 16.7% - mafi ƙarfi a cikin bayanin martaba na kowane kayan aiki a cikin wannan jerin. Lambar Snyk ta cimma kashi 97.18% na TPR tare da kashi 34.55% na FPR; Semgrep 87.06% na TPR tare da kashi 42.09% na FPR. Gajiyawar faɗakarwa da yawan ƙimar ƙarya mai kyau ke haifarwa shine ɗayan manyan dalilan da yasa rashin daidaito na halal ba a warware su ba.
Wannan jagorar ta ƙunshi kayan aiki guda goma: abin da kowannensu ke dubawa, yadda yake fifita fifiko, abin da yake kashewa, abin da ya rasa, da kuma wanne yanayi ne ya dace da shi — don haka za ku iya daidaita kayan aikin binciken rauni da ya dace da yanayin ƙungiyar ku da matakin balaga.
Kayan aikin duba raunin yana taimaka wa ƙungiyoyi gano, fifita, da kuma gyara raunin tsaro a cikin aikace-aikace, kayayyakin more rayuwa, muhallin girgije, dogaro da tushen buɗewa, kwantena, APIs, da CI/CD pipelines. Yayin da yawan raunin da ke ƙaruwa, kayan aikin duba raunin da ke faruwa a yanzu suna ƙara haɗa fifikon da ya dogara da haɗari, Application Security Posture Management (ASPM), da kuma gyara da ke amfani da fasahar AI don taimakawa ƙungiyoyi su mai da hankali kan raunin da ya fi muhimmanci.
A shekarar 2026, an bayar da rahoton sabbin CVEs sama da 52,000, kuma kashi 72 cikin 100 na keta dokokin tsaro sun samo asali ne daga raunin software da za a iya amfani da su. Kalubalen da ke gaban ƙungiyoyin tsaro da ci gaba shine rashin samun na'urar daukar hoton rauni: yana neman wanda ke bayyana abin da ke da mahimmanci, ya haɗa inda masu haɓaka suka riga suka yi aiki, kuma yana taimakawa wajen gyara matsaloli kafin su kai ga samarwa.
Masu sharhi kan masana'antu sun ƙara fahimtar cewa kula da rauni yana buƙatar fiye da gano rauni kawai. Gartner da sauran tsare-tsaren masana'antu sun nuna muhimmancin ƙaruwar Application Security Posture Management (ASPM), fifikon da ya dogara da haɗari, da kuma gyara ta atomatik don taimakawa ƙungiyoyi su sarrafa yawan da sarkakiyar binciken raunin zamani.
Wannan jagorar ta kwatanta manyan kayan aikin duba raunin da suka shafi 2026, wanda ya shafi ɗaukar hoto, ikon fifita fifiko, CI/CD haɗaka, ingancin gyarawa, da kuma yanayin amfani mai kyau, don haka za ku iya zaɓar wanda ya dace da yanayin ƙungiyar ku da matakin balaga.
Mene ne Kayan Aikin Duba Rauni?
Kayan aikin duba raunin jiki mafita ne na tsaro waɗanda ke gano, tantancewa, da kuma fifita raunin ta atomatik a cikin aikace-aikace, kayayyakin more rayuwa, muhallin girgije, dogaro da tushen buɗewa, kwantena, APIs, da CI/CD pipelines. Kayan aikin duba raunin zamani sun wuce gano CVE mai sauƙi ta hanyar haɗa nazarin amfani, bayanan isa ga abin da za a iya cimmawa, yanayin kasuwanci, da kuma gyara ta atomatik don taimakawa ƙungiyoyi su mai da hankali kan haɗarin da zai iya shafar tsarin samarwa.
Mafi kyawun kayan aikin duba raunin da ya shafi haɗin kai tsaye cikin haɓaka software da ayyukan tsaro, wanda ke ba ƙungiyoyi damar ci gaba da gano, fifita, da kuma gyara raunin da ya shafi a duk tsawon lokacin haɓaka software.
Manyan Kayan Aikin Duba Rauni 10 na 2026
Teburin Kwatantawa: Kayan Aikin Duba Rauni
| kayan aiki | Murfin Dubawa | Gyaran AI | CI/CD hadewa | Mafi kyawun |
|---|---|---|---|---|
| Xygeni | Lambar, abubuwan da suka dogara, DAST, IaC, sirri, kwantena, pipelines, Tsaron AI & AI-SPM | AI AutoFix + Binciken Hadarin Gyara | 'Yan asalin ƙasar, tare da aiwatar da manufofi, guardrails, Da kuma pipeline security | Ƙungiyoyin DevSecOps suna buƙatar cikakken bayani SDLC, sarkar samar da software, da kuma tsaron AI |
| aikido | Dogaro, SAST, kwantena, IaC, yanayin gajimare | Shawarwari na gyara kai-tsaye, na ɗan lokaci | CI/CD ƙofofi da kuma plugins na IDE | Ƙungiyoyi masu mai da hankali kan masu haɓakawa suna son babban AppSec a cikin dandamali ɗaya |
| Mai iya aiki | Cibiyar sadarwa, kayayyakin more rayuwa na girgije, kwantena, manhajojin yanar gizo | A'a | API na tushen CI/CD hadewa | Ƙungiyoyin IT da tsaro da ke kula da shirye-shiryen ababen more rayuwa da raunin hanyar sadarwa |
| Kiuwan | Lambar tushe, SAST, SCA, ma'aunin ingancin software | A'a | CI/CD pipeline hadewa | Ƙungiyoyin haɓaka ingancin software da kuma ci gaban da suka mayar da hankali kan bin ƙa'ida |
| Kayan aiki | Kadarorin girgije, hanyar sadarwa, wuraren ƙarshe, aikace-aikacen yanar gizo | A'a | Haɗin API tare da pipelines | Enterprise Ƙungiyoyin IT waɗanda ke kula da manyan kayayyakin more rayuwa na haɗin gwiwa |
| Acunetix | Aikace-aikacen yanar gizo da APIs, waɗanda aka mayar da hankali kan DAST | A'a | CI/CD atomatik don duba yanar gizo | Ƙungiyoyi sun mai da hankali kan gwajin tsaro na aikace-aikacen yanar gizo da API |
1. Tsaron Xygeni
Overview: Xygeni wani dandamali ne na tsaro na aikace-aikacen da ke amfani da AI wanda ke fuskantar nazarin rauni a matsayin wani ɓangare na cikakken shirin kula da haɗari mai haɗin kai. Maimakon samar da jerin CVEs marasa iyaka, yana daidaita sakamakon daga SAST, SCA, DAST, IaC bincika, gano sirri, CI/CD tsaro, da ASPM cikin haɗari guda ɗaya dashboard, sannan yana amfani da mazubin fifiko don nuna mahimman kashi 1 na raunin da ke da mahimmanci, yana rage yawan faɗakarwar masu haɓakawa da har zuwa kashi 90 cikin ɗari.
Sabanin kayan aikin duba raunin da aka saba amfani da shi wanda ke mai da hankali ne kawai kan gano raunin da ke tattare da shi, Xygeni yana taimaka wa ƙungiyoyi su gano, fifita, shugabanci, da kuma gyara haɗari a cikin lambar tushe, dogaro da tushen buɗewa, CI/CD pipelines, kayayyakin more rayuwa na girgije, sarƙoƙin samar da software, samfuran AI, wakilan AI, da kuma yanayin ci gaba da AI ke tallafawa.
Xygeni ya haɗu da na'urar duba raunin jiki, ASPM, Gyaran da ke amfani da fasahar AI, software supply chain security, da kuma AI Security Posture Management (AI-SPM) zuwa wani dandamali mai haɗin kai wanda ke taimaka wa ƙungiyoyi su gano, fifita, da kuma gyara raunin da ke tattare da su a duk faɗin SDLC.
Its ASPM Layer yana ganowa da kuma tsara dukkan kadarorin software ta atomatik a cikin ma'ajiyar bayanai, pipelines, da kuma yanayin girgije bisa ga mahimmancin kasuwanci. Yana tattara sakamakon binciken Xygeni da kuma na'urorin daukar hoto na wasu kamfanoni. SAST, SCA, da kayan aikin DAST, tare da haɗa su cikin ra'ayi ɗaya inda ake fifita haɗari ta hanyar amfani da su, tsananinsu, kusancinsu da samarwa, da tasirin kasuwanci. Don ƙarin bayani kan yadda sarrafa kansa na sarrafa rauni ke aiki a cikin DevSecOps da kuma mafi kyawun hanyoyin duba raunin aikace-aikace, waɗannan hanyoyin haɗin yanar gizon suna ba da asali mai dacewa.
Key Features:
- ASPM: yana haɗa sakamakon rauni daga lambar, abubuwan da suka dogara da ita, lokacin aiki, IaCsirri, da kuma pipelinecikin ra'ayi ɗaya na haɗari da aka fifita, tare da lissafin kadarori ta atomatik bisa ga mahimmancin kasuwanci
- Tsaron AI & AI-SPM: yana gano samfuran AI, wakilai, umarni, sabar MCP, da ayyukan ci gaba da AI ke bayarwa yayin da yake taimaka wa ƙungiyoyi su mallaki da kuma tabbatar da karɓar AI a duk faɗin SDLC
- Matattarar mashin fifiko ta hanyar amfani da shi, isa ga abin da ake iya kaiwa, tsananinsa, fallasa intanet, da yanayin kasuwanci, rage yawan faɗakarwa da kashi 90 cikin ɗari don mai da hankali kan mahimman kashi 1 cikin ɗari na haɗari
- SAST tare da ƙimar Gaskiya 100 bisa ɗari akan ƙimar OWASP da kashi 16.7 bisa ɗari Ƙimar Gaskiya Mai Kyau, mafi ƙarfi a cikin bayanan daidaito da ake da su
- SCA tare da nazarin isa ga isa da kuma gano ƙwayoyin cuta a ainihin lokaci a cikin rajistar buɗaɗɗen tushe
- Binciken DAST yana gudanar da aikace-aikace daga maharin don gano raunin allurar SQL, XSS, da tantancewa waɗanda nazarin tsaye ba zai iya samu ba
- Gyara AI ta atomatik tare da Binciken Haɗarin Gyara samar da ingantattun lambobin tsaro, waɗanda suka san mahallin da aka tabbatar don tasirin canjin-canji kafin aikace-aikacen
- Gyara kai tsaye ta atomatik daga ASPM dashboard: Gyaran atomatik na AI mai amfani da lambar don lambar da kwararar gyarawa masu aminci don dogaro
- CI/CD tsaro guardrails toshe lambar da ba ta da aminci, abubuwan dogaro masu rauni, da saitunan haɗari daga shiga pipeline
- IaC Ana bincika Terraform, Kubernetes, Helm, Ansible, da CloudFormation
- Gano sirri a ko'ina cikin ƙasar SDLC gami da tarihin Git, pipelines, da kwantena
- AI mai wakilci ta hanyar DevAI don ci gaba da duba matakin IDE da CoreAI don bayar da rahoton haɗari da shugabanci na matakin zartarwa
- Haɗin kai na asali tare da GitHub Actions, GitLab CI, Jenkins, Bitbucket Pipelines, da kuma Azure DevOps
- Taswirar bin ƙa'ida ga NIST, CIS, ISO 27001, SOC 2, OWASP, da OpenSSF
Mafi kyau ga: Ƙungiyoyin Injiniya, DevSecOps, da shugabannin tsaro waɗanda ke buƙatar dandamali guda ɗaya da ke fallasa haɗarin rauni na gaske a duk faɗin SDLC, tare da gyara mai aminci ta atomatik kuma babu farashin kowane kujera.
Farashin: Yana farawa daga $33/wata don cikakken dandamalin da ke cikin ɗaya. SAST, SCA, DAST, CI/CD Tsaro, Gano Sirri, IaC Security, da kuma Duba Kwantena. Ma'ajiyar ajiya mara iyaka da masu ba da gudummawa ba tare da farashin kowane kujera ba.
2. Aikido
Overview: Aikido Security wani dandamali ne na tsaro na aikace-aikacen da masu haɓakawa suka mayar da hankali a kai wanda ke haɗa nazarin rauni a tsakanin dogaro da tushen buɗewa, nazarin lambar tsaye, tsaron kwantena, IaC fayiloli, da kuma yanayin girgije a cikin tsari ɗaya. Tsarinsa yana ba da fifiko ga ƙarancin gogayya ga ƙungiyoyin haɓakawa, tare da plugins na IDE, pull request duba bayanai, da kuma shawarwarin gyara ta atomatik waɗanda ke sa tsaro ya kasance cikin ayyukan yau da kullun ba tare da buƙatar ƙungiyar tsaro mai himma don aiki ba.
Aikido yana rufe nau'ikan nau'ikan dubawa iri-iri don farashinsa, wanda hakan ya sa ya zama zaɓi mai amfani ga ƙananan ƙungiyoyi ko ƙungiyoyi waɗanda ke buƙatar haɗin gwiwa na AppSec ba tare da enterprise-rikitarwa. Gano malware ɗinsa yana mai da hankali kan halayen fakiti a cikin npm da PyPI, kuma ƙwarewar fifikonsa ba ta da girma kamar yadda aka keɓe. ASPM dandamali. Don faffadan mahallin akan Kayan aikin DevSecOps, yana cikin ɓangaren farko na masu haɓaka kayayyaki na kasuwa.
Key Features:
- SCA ci gaba da sa ido kan dogaro ga sanannun CVEs da haɗarin sarkar samar da kayayyaki tare da zaɓuɓɓukan gyara ta atomatik
- SAST Ana duba lambar tushe don gano lahani na allura, XSS, da sauran tsare-tsaren rauni na gama gari kafin haɗuwa
- Akwati da IaC Ana bincika gano kurakurai da abubuwan da ba su da kyau a cikin hotuna da fayilolin kayan aiki
- Gudanar da yanayin girgije yana gano kurakurai a cikin yanayin AWS, GCP, da Azure
- Na'urar daukar hoton malware ta Zero-day don sabbin fakitin npm da PyPI da aka buga kafin a sanya CVEs
- Haɗin IDE da toshewar PR don ra'ayoyin masu haɓakawa na ainihin lokaci
fursunoni:
- Fifiko ya dogara ne akan ƙima mai tsanani ba tare da zurfin amfani ko mahallin da za a iya isa gare shi ba
- An iyakance iyakokin DAST idan aka kwatanta da na'urorin daukar hoto na yanar gizo na musamman
- Tallafin tsarin muhalli ga harsuna da manajojin fakiti fiye da JavaScript da Python har yanzu yana girma
- Babu haɗin kai ASPM Layer don daidaita abubuwan da aka gano a cikin kayan aiki da muhalli a enterprise sikelin
Mafi kyau ga: Ƙungiyoyin haɓaka ƙanana zuwa matsakaici suna son faɗaɗa ɗaukar hoto na AppSec a cikin dandamali mai dacewa da masu haɓakawa ba tare da manyan ayyukan tsaro ba.
Farashin: Farawa daga kimanin $300/wata ga masu amfani 10. Farashin kowane mai amfani yana da girma da girman ƙungiya. enterprise shirye-shiryen da ake da su.
3. Mai iya aiki
Overview: Mai iya aiki yana ɗaya daga cikin dandamalin kula da rauni mafi ƙarfi, wanda tushensa ke cikin hanyar sadarwa da na'urar daukar hoto ta Nessus. Dandalin Tenable One ɗinsa ya haɗa da gano kadarori, kimanta rauni, da kuma kula da fallasa a cikin gajimare, on-premises, kwantena, da aikace-aikacen yanar gizo. An san ta da zurfin da daidaiton bayanan sirrin raunin ta da kuma ikonta na rufe nau'ikan kadarorin IT daban-daban a manyan fannoni. enterprise yanayi.
Tenable tana amfani da fifikon hasashen (VPR) wanda ya haɗa da bayanan sirrin barazana, maki na CVSS, da koyon injin don sanya raunin da ya faru ta hanyar ainihin yuwuwar amfani da shi. An sanya shi a matsayin mafi mahimmanci ga ƙungiyoyin tsaro na IT da kayayyakin more rayuwa maimakon ayyukan DevSecOps da masu haɓakawa suka haɗa, kuma iyawarsa ta juyawa zuwa hagu ta fi iyaka idan aka kwatanta da dandamalin da aka gina don SDLC haɗin kai. Don mahallin akan sanannun raunin da aka yi amfani da su da kuma yadda za a fifita su, wannan hanyar haɗin yanar gizon tana ba da asali mai dacewa.
Key Features:
- Cikakken gano kadarori a cikin girgije, on-premises, OT, da kuma muhallin nesa
- Tsarin Hasashen Musamman (VPR) ta amfani da ilimin injina da kuma basirar barazana don sanya raunin da ya faru ta hanyar yuwuwar amfani da shi
- Hotunan kwantena na duba tsaro na kwantena don CVEs da matsalolin bin ƙa'idodi
- Na'urar duba aikace-aikacen yanar gizo don nau'ikan raunin da aka saba
- Haɗin API don ayyukan aiki na musamman da haɗin kayan aiki na ɓangare na uku
- Rahoton bin ƙa'idodi ya yi daidai da PCI-DSS, HIPAA, CISda kuma tsarin NIST
fursunoni:
- Babban kayan more rayuwa da kuma hanyar sadarwa sun fi mayar da hankali kan su; SAST, SCA, ko kuma tsaron sarkar samar da kayayyaki
- Ba shi da sauƙin amfani da masu haɓakawa ba tare da haɗin IDE ko na asali ba pull request dubawa
- Tsarin lasisi mai rikitarwa tare da farashi mai girma sosai ga manyan mahalli
- Saitawa da ci gaba da daidaitawa suna buƙatar albarkatun ayyukan tsaro na musamman
Mafi kyau ga: Enterprise Ƙungiyoyin IT da ayyukan tsaro suna kula da shirye-shiryen rauni a cikin manyan wurare daban-daban na ababen more rayuwa, gami da hanyar sadarwa, girgije, OT, da kadarorin ƙarshe.
Farashin: Farashin Tenable One yana farawa daga kimanin $5,290/shekara ga kadarori 65. Farashin yana da girma tare da ƙidayar kadarori da aka zaɓa. enterprise farashin da ake samu.
4. Kiuwan
Overview: Kiuwan wani dandamali ne na ingancin lambar da tsaro na aikace-aikace wanda ya haɗa nazarin lambar tsaye tare da nazarin tsarin software don gano rauni da matsalolin inganci a cikin lambar tushe. An mayar da hankali musamman kan taimaka wa ƙungiyoyi su cika buƙatun bin ƙa'idodi da ingancin software. standards, tare da cikakken rahoto wanda ya dace da tsarin ƙa'idoji. Tallafinsa na harsuna da yawa da haɗin kai tare da shahararrun IDEs da CI/CD dandamali suna ba da damar yin amfani da shi ga ƙungiyoyi masu tarin fasaha daban-daban.
Ƙarfin Kiuwan yana cikin aiwatar da ingancin lambobi da kuma bayar da rahoton bin ƙa'idodi maimakon nazarin raunin kayan aiki ko na'urorin lantarki. Ba ya rufe DAST, binciken hanyar sadarwa, tsaron lokacin gudanar da kwantena, ko gano malware a sarkar samar da kayayyaki, don haka ƙungiyoyin da ke buƙatar ɗaukar hoto mai faɗi za su buƙaci ƙara masa ƙarin kayan aiki. Don mahallin akan nazarin lambar tushe mai canzawa, wannan hanyar haɗin ta ƙunshi mahimman ra'ayoyi.
Key Features:
- Multi-harshe SAST gano raunin tsaro, ƙamshin lambobi, da matsalolin inganci a cikin harsunan shirye-shirye da dama
- SCA gano raunin da aka sani da haɗarin lasisi a cikin dogaro da tushen buɗewa
- Ma'aunin ingancin lambar da ke tilasta jagororin lambar da mafi kyawun ayyuka don kiyayewa
- CI/CD haɗin kai tare da Jenkins, GitHub Actions, GitLab, Azure DevOps, da manyan IDEs
- Rahoton bin ƙa'idodi ya yi daidai da OWASP Top 10, CWE/SANS 25, PCI-DSS, da ISO standards
fursunoni:
- Babu DAST, na'urar duba hanyar sadarwa, tsaron lokacin aiki na kwantena, ko kariya daga raunin kayayyakin more rayuwa.
- Babu gano malware ko kariyar barazanar sarkar samar da kayayyaki a ainihin lokaci
- Fifikowa ya takaita ga makin tsanani ba tare da yanayin amfani ko isa ga abin da ake iya yi ba
- Tsarin aiki da mai amfani ba su da sauƙin fahimta idan aka kwatanta da dandamali na farko-na masu haɓakawa
Mafi kyau ga: Ƙungiyoyin haɓaka software sun mai da hankali kan bin ƙa'idodin ingancin lambobi da tsaro standards, musamman a cikin masana'antu masu tsari inda ake buƙatar bayar da rahoto mai shirya bincike kan tsarin OWASP da CWE.
Farashin: Yana farawa daga kimanin $295/wata don shirin Insights. Abubuwan ci gaba da kuma enterprise shirye-shirye suna samuwa akan buƙata.
5. Qualys
Overview: Kayan aiki VMDR (Gudanar da Rauni, Ganowa da Amsawa) wani dandamali ne na kula da raunin da ya shafi girgije wanda ya haɗu da gano kadarori, kimanta raunin da ya shafi, da kuma kula da ayyukan gyara a cikin mafita mai haɗin kai. Tsarinsa na asali na girgije yana sa ya zama mai sauƙin daidaitawa ga manyan ƙungiyoyi waɗanda ke kula da fannoni daban-daban na IT a cikin girgije, on-premises, da kuma muhallin da ke nesa. An san Qualys saboda zurfin kayan kadarori da kuma haɗakarsa da kayan aikin sarrafa faci don sauƙaƙe ayyukan gyara.
Kamar Tenable, Qualys an fi sanya shi a matsayin ƙungiyar tsaro ta IT da kayayyakin more rayuwa. Tsaron aikace-aikacensa da haɗin gwiwar masu haɓakawa sun fi iyaka fiye da dandamalin da aka gina don ayyukan DevSecOps. Ga ƙungiyoyin da ke gudana. enterprise Shirye-shiryen kula da rauni waɗanda ke buƙatar bin diddigin rauni a cikin dubban kadarori, yana samar da tushe mai girma da girma. Don mahallin akan sarrafa kansa ta hanyar sarrafa rauni, wannan hanyar haɗin yanar gizon ta ƙunshi hanyoyin da suka dace.
Key Features:
- Cikakken binciken kadarori gano da kuma tattara duk kadarorin IT a cikin gajimare, on-premises, da kuma muhallin da ke nesa
- Ci gaba da duba raunin da ke tattare da shi tare da sabuntawa na ainihin lokaci don sabbin CVEs da aka gano
- Fifiko na tushen haɗari ta amfani da maki na TruRisk tare da CVSS, bayanan barazanar, da mahimmancin kadarori
- Tsarin sarrafa faci na atomatik tare da kayan aikin gyarawa
- Binciken aikace-aikacen yanar gizo don raunin da ya shafi aikace-aikace na yau da kullun
- Rahoton bin ƙa'idodi ga PCI-DSS, HIPAA, CIS, da sauran tsare-tsare
fursunoni:
- Limited SAST, SCA, ko kuma damar duba abubuwan da masu haɓakawa suka haɗa
- Babu kariya daga gano malware ko tsaron sarkar samar da kayayyaki ta asali
- Binciken aikace-aikacen yanar gizo bai cika ba kamar kayan aikin DAST da aka keɓe
- Tsarin farashi yana ƙaruwa sosai tare da ƙidayar kadarori kuma yana iya zama tsada ga manyan mahalli
Mafi kyau ga: Enterprise Ƙungiyoyin tsaro na IT waɗanda ke kula da manyan shirye-shiryen rauni a faɗin kayayyakin more rayuwa na haɗin gwiwa, tare da buƙatar zurfin kayan kadarori da haɗin gwiwar sarrafa faci.
Farashin: Farashin Qualys VMDR yana farawa daga kimanin $2,700/shekara ga ƙananan kayan aiki. Farashin yana da girma tare da adadin kadarori. enterprise farashin da ake samu ga manyan mahalli.
6. Acunetix
Overview: Acunetix ta Invicti wani kwararren manhajar yanar gizo ne da na'urar daukar hoton raunin API wanda ke mai da hankali kan gano kurakuran da za a iya amfani da su wajen gudanar da aikace-aikacen yanar gizo daga maharin. Yana haɗa rarrafe ta atomatik tare da zurfin duba aikace-aikace don gano allurar SQL, XSS, raunin tantancewa, da sauran raunin OWASP guda 10 da nazarin da ba ya canzawa ba zai iya gano su ba. Ingancin bincikensa da ƙarancin ƙimar ƙarya mai kyau ga raunin aikace-aikacen yanar gizo ya sa ya zama zaɓi mai aminci ga ƙungiyoyin tsaro waɗanda ke da alhakin kare kadarorin da ke fuskantar yanar gizo.
Acunetix ta rufe matakin DAST musamman kuma ba ta magance nazarin lambar tushe, nazarin dogaro, tsaron ababen more rayuwa, ko haɗarin sarkar samar da kayayyaki ba. Ƙungiyoyin da ke amfani da shi a matsayin na'urar daukar hoton raunin su na farko za su buƙaci kayan aiki masu dacewa don wasu fannoni na ɗaukar hoto. Don kwatantawa hanyoyin gwaji na tsaye da na tsauri, wannan hanyar haɗin yanar gizon ta bayyana yadda DAST ya dace a cikin babban shirin AppSec.
Key Features:
- Binciken aikace-aikacen yanar gizo mai zurfi wanda ke gano allurar SQL, XSS, CSRF, da sauran raunin OWASP Manyan raunin 10
- Gwajin tsaro na API don REST da SOAP APIs tare da tallafin OpenAPI da Swagger
- Ana dubawa ta atomatik tare da CI/CD haɗin kai don tabbatar da tsaron aikace-aikacen yanar gizo na ci gaba
- Cikakken rahoton raunin da ya faru tare da kimantawa mai tsanani, jagorar gyarawa, da kuma taswirar bin ƙa'idodi
- Ingantaccen binciken da ke tallafawa hanyoyin aiki na tabbatar da OAuth, OAuth, da JWT
fursunoni:
- Tsarin DAST kawai ba tare da wani sharaɗi ba SAST, SCA, IaC, sirri, ko nazarin raunin ababen more rayuwa
- Bai magance haɗarin sarkar samar da kayayyaki ba, malware, ko pipeline security
- Tsarin da aka mayar da hankali kan yanar gizo yana nufin yana buƙatar kayan aiki masu dacewa don cikakken shirin kula da rauni
- Farashin yana sanya shi a matsayin kayan aiki na musamman maimakon dandamali mai haɗaka
Mafi kyau ga: Ƙungiyoyin tsaro waɗanda ke da alhakin tsaron aikace-aikacen yanar gizo da API waɗanda ke buƙatar na'urar daukar hoto ta DAST mai cikakken daidaito a matsayin wani ɓangare na babban shirin kula da rauni.
Farashin: Farawa daga kimanin $4,495/shekara don Standard shirin. Premium da kuma Enterprise shirye-shirye suna samuwa tare da ƙarin fasaloli da maƙasudin scan. Farashi na musamman don manyan abubuwan da aka tura.
7.Rapid7 InsightVM
Overview: Rapid7 InsightVM kayan aikin duba raunin da ke tattare da nazari ne wanda aka tsara don ci gaba da gani a ko'ina on-premises, gajimare, kwantena, da kadarorin nesa. Sakamakon Hadarin Aiki yana haɗa yanayin barazanar gaske, tasirin kasuwanci, da bayanan halayen maharan don fitar da raunin da ya fi dacewa maimakon kawai a sanya su cikin matsayi bisa ga tsananin CVSS. Ayyukan Gyaran IT-Integrated suna haɗuwa kai tsaye tare da Jira, ServiceNow, da sauran tsarin tikiti, suna cike gibin da ke tsakanin binciken tsaro da ayyukan gyaran IT.
An sanya InsightVM musamman ga ƙungiyoyin tsaro na IT da kayayyakin more rayuwa. Ƙarfin bincikensa na haɗe-haɗe da masu haɓakawa yana da iyaka idan aka kwatanta da kayan aikin duba raunin aikace-aikace na farko, kuma sarkakiyar saitin wani ƙuntatawa ne da aka fi sani a cikin enterprise tura sojoji. Ga ƙungiyoyi da suka riga suka shiga cikin tsarin Rapid7 suna amfani da InsightIDR don ganowa da mayar da martani, InsightVM tana ba da haɗin kai na halitta ta hanyar raba bayanai da haɗin kai dashboards. Don mahallin akan sarrafa kansa na sarrafa rauni a cikin DevSecOps, wannan hanyar haɗin yanar gizon ta ƙunshi hanyoyin da suka dace.
Key Features:
- Maki Mai Aiki na Hadari wanda ya haɗa da bayanan sirri na barazana, tasirin kasuwanci, halayen masu kai hari, da kuma jan hankalin kadarori don fifikon raunin da za a iya aiwatarwa
- Ci gaba da sa ido kai tsaye a duk faɗin on-premises, gajimare, akwati, da kadarorin nesa
- Ayyukan Gyaran da Aka Haɗa da IT tare da haɗin tsarin tikiti kai tsaye zuwa Jira da ServiceNow
- Haɗin Sonar na aikin don sa ido kan saman harin waje da gano inuwar IT
- Zaɓuɓɓukan duba bayanai bisa wakili da kuma ba tare da wakili ba don cikakken ɗaukar nauyin muhalli
- Za a iya daidaita shi kai tsaye dashboardtare da tambayoyi masu sauƙi ga masu sauraro na fasaha da na zartarwa
- Rahoton bin ƙa'idodi ya yi daidai da SOC 2, HIPAA, PCI-DSS, ISO 27001, da FedRAMP
fursunoni:
- Tsarin tsari mai rikitarwa wanda ke buƙatar babban ƙoƙarin gudanarwa da ƙwarewar fasaha
- Limited SAST, SCA, ko kuma damar duba raunin da masu haɓakawa suka haɗa
- Manyan hotunan daukar hoto na iya daukar awanni, wanda hakan ke shafar jadawalin aiki a yanayin samarwa
- Babban farashi idan aka kwatanta da sauran kayan aikin duba raunin da ke cikin rukunin sa
Mafi kyau ga: Enterprise Ƙungiyoyin tsaro na IT waɗanda ke buƙatar nazarin raunin rayuwa a cikin kayayyakin more rayuwa masu haɗaka tare da haɗin kai tsaye na ayyukan IT da zurfin rahoton bin ƙa'idodi.
Farashin: Fara daga $1.93/kadara/wata ga kadarori 500 (kimanin $965/wata mafi ƙaranci), ana biyan kuɗi kowace shekara. Farashin girma yana samuwa ga kadarori sama da 1,250. Na musamman enterprise farashi idan an buƙata.
8. CyCognito
Overview: CyCognito wani dandali ne na Gudanar da Surface Attack Surface Management (EASM) wanda ke fuskantar na'urar daukar hoton rauni daga maharin. Maimakon duba kadarorin da aka sani a cikin kaya, yana gano cikakken saman harin waje, gami da kadarorin da ba a sani ba, inuwar IT, rassanta, da haɗin wasu kamfanoni, sannan yana amfani da gwajin tsaro ta atomatik gami da DAST don tabbatar da waɗanne fallasa ne za a iya amfani da su da gaske. An sanya masa suna a matsayin Shugaban ASM kuma Mai Aiki da Kyau a cikin 2026 GigaOm Radar don Gudanar da Surface Attack.
Bambancin CyCognito shine tsarin gano sifili: ba ya buƙatar jerin kadarorin da aka riga aka tsara, babu wakilai, kuma babu bayanan ajiya don fara nemo da gwada kadarorin da aka fallasa. Wannan yana sa ya zama mai mahimmanci musamman ga manyan kamfanoni. enterprisetare da yanayi mai rikitarwa da rarrabawa inda kayan aikin duba raunin gargajiya ke rasa kadarorin da ba a sarrafa su ko waɗanda aka manta ba. Fifikon sa yana amfani da Exploit Intelligence, yana haɗa bayanan barazanar gaske da yanayin kasuwanci don fitar da kashi 0.01 na matsalolin da suka cancanci gyarawa da farko.
Key Features:
- Gano mai sarrafa kansa wanda ba shi da shigarwa yana zana cikakken saman harin waje daga maharin, gami da kadarorin da ba a sani ba da waɗanda ba a sarrafa su ba
- Gwajin DAST ta atomatik da gwajin tsaro mai aiki a duk aikace-aikacen yanar gizo da APIs da aka gano
- Fifikon Sirrin Amfani da Intanet wanda ya haɗa da yanayin kasuwanci, bayanan amfani, da halayen maharan don rage hayaniyar faɗakarwa
- Ci gaba da duba bayanai na yau da kullun tare da zaɓuɓɓukan alkalami masu sassauƙa don gano barazanar da ke tasowa
- Haɗin aikin gyara ta atomatik tare da ServiceNow da sauran dandamali na tikiti
- Cikakken bayanin mallakar kadarori don tura gyara ga ƙungiyoyin da suka dace
fursunoni:
- Mai da hankali kan saman harin waje; baya aiki SAST, SCA, IaC, ko kuma ɓoye sirrin binciken akan lambar tushe ta aikace-aikacen
- Ana sanya farashi don tsakiyar kasuwa zuwa enterprise ƙungiyoyi; ƙarancin isa ga ƙananan ƙungiyoyi
- An lura da zurfin jagorar gyarawa a matsayin ƙasa da cikakken bayani kamar yadda wasu kayan aikin duba raunin da ke fafatawa da juna suka nuna
- Aikin dandamali na iya yin jinkiri yayin gwaje-gwaje masu rikitarwa, ga kowane sharhin mai amfani akan Gartner Peer Insights
Mafi kyau ga: Large enterprisewaɗanda ke buƙatar ci gaba da ganin saman hari na waje da kuma tabbatar da fallasa ta atomatik na fallasa da za a iya amfani da su, a matsayin ƙarin kayan aikin duba raunin aikace-aikace.
Farashin: Farashin da ya dogara da biyan kuɗi ya bambanta ta hanyar iyaka, adadin kadarorin da aka sa ido a kansu, da kuma zaɓaɓɓun kayayyaki. Babu farashin jama'a; tuntuɓi tallace-tallace don samun farashi.
9. Checkmark One
Overview: Checkmark One sigar enterprise- haɗa kayan aikin binciken raunin AppSec mai haɗin kai SAST, SCA, DAST, IaC Ana dubawa, da tsaron API a cikin dandamali ɗaya. Ikon Binciken Hanyar Amfaninsa yana haɗuwa SCA gano hanyoyin aiwatar da lambar, yana taimaka wa ƙungiyoyi su fahimci ko dogaro mai rauni zai iya isa ga mai rauni ta hanyar aiwatar da aikace-aikacen a zahiri. enterpriseYana aiki da Checkmarx don nazarin tsaye, ƙara wasu na'urorin dubawa ta hanyar dandamali ɗaya yana rage faɗaɗa kayan aiki kuma yana mai da hankali kan sarrafa rauni.
Checkmark One shine enterprise-a cikin iyawa da sarkakiyar aiki. Saitawa da ci gaba da kulawa suna buƙatar ƙoƙari mai yawa, kuma an sanya tsarin farashi ga manyan ƙungiyoyi tare da ƙungiyoyin tsaro masu himma. Ga ƙungiyoyi masu kimanta shi akan sauran kayan aikin duba raunin da aka haɗa, duba top SDLC kayan aikin tsaro don faffadan mahallin yadda yake kwatantawa a cikin yanayin tsaron aikace-aikacen.
Key Features:
- Haɗa Binciken Hanyar Amfani SCA raunin da ke tattare da hanyoyin aiwatar da lambar gaske don ingantaccen fifiko
- SAST ya ƙunshi harsunan shirye-shirye iri-iri da tsarin aiki
- SCA tare da bin ka'idojin lasisi da kuma kula da haɗarin sarkar samar da kayayyaki
- DAST don aikace-aikacen yanar gizo na lokacin aiki da kuma nazarin raunin API
- IaC Na'urar duba raunin Terraform, Kubernetes, da CloudFormation
- Aiwatar da manufofi a duk faɗin ƙasar CI/CD pipelinetare da taswirar bin ƙa'idodi ga PCI-DSS, ISO 27001, NIST, da OWASP
fursunoni:
- Saita mai rikitarwa da kuma biyan kuɗin kulawa mai mahimmanci
- An saita shi don manyan masu girma enterprise kasafin kuɗi; ba shi da amfani ga ƙananan ƙungiyoyin DevSecOps
- Shawarwarin gyara da taimakon AI ke bayarwa suna buƙatar tabbatar da hannu; ba kamar yadda wasu kayan aikin binciken raunin da ke fafatawa ba
- Tsarin koyo mai zurfi ga ƙungiyoyi ba tare da ma'aikatan tsaro na aikace-aikace masu himma ba
Mafi kyau ga: Large enterpriseƙungiyoyi masu tsari da ƙungiyoyi masu zaman kansu waɗanda ke buƙatar kayan aikin duba raunin AppSec mai haɗin kai tare da cikakken rahoton bin ƙa'idodi da aiwatar da manufofi.
Farashin: Enterprise farashi idan an buƙata. An fi amfani da shi a ƙarƙashin ƙara ko enterprise yarjejeniyoyin lasisi.
10. Veracode
Overview: Vera code sigar enterprise Dandalin tsaron aikace-aikace wanda ya haɗa nazarin tsaye, gwaji mai ƙarfi, da nazarin tsarin software a cikin kayan aikin duba raunin da ya dace da bin ƙa'ida. An san shi da hanyoyin bincikensa, aiwatar da manufofi, da kuma bayar da rahoton shugabanci, wanda hakan ya sa ya zama zaɓi mai aminci a cikin masana'antu masu tsari inda nuna wa masu binciken kuɗi da abokan ciniki balagaggen shirin tsaro wajibi ne.
Ƙarfin duba raunin Veracode yana da ƙarfi a cikin tsarin dandamalinsa amma yana zama ƙasa da sassauci a waje da shi. Fifikon sa bai haɗa da EPSS ko nazarin isa ga abin da ake iya gani ba, wanda hakan ke sa ya yi wuya a raba hayaniya da haɗari na gaske idan aka kwatanta da kayan aikin duba raunin da ake iya gani na zamani. Don mahallin akan hanyoyin gwajin tsaron aikace-aikace, wannan hanyar haɗin yanar gizon ta ƙunshi faffadan yanayin gwaji.
Key Features:
- SAST don nazarin raunin lambar mallakar mallaka a cikin harsuna da yawa
- SCA gano rauni da haɗarin lasisi a cikin dogaro da tushen buɗewa
- DAST don gwajin raunin aiki na aikace-aikacen yanar gizo da aka tura
- Rahoton aiwatar da manufofi da bin ƙa'idodi sun yi daidai da PCI-DSS, HIPAA, NIST, da SOC 2
- Haɗuwa tare da CI/CD pipelines kuma enterprise kayan aikin ci gaba
fursunoni:
- Babu EPSS ko nazarin isa ga isa ga fifikon raunin da ya dogara da lokacin aiki
- Babu gano malware a ainihin lokaci ko kariya daga barazanar sarkar samar da kayayyaki
- Tsarin da aka mayar da hankali kan dandamali yana iyakance sassaucin haɗin kai a wajen tsarin Veracode
- Babban farashi tare da matsakaicin ƙimar kwangila kusan $18,633/shekara; babu farashi mai bayyananne na kai
Mafi kyau ga: An tsara enterprisewaɗanda ke buƙatar rahoton bin ƙa'idodi na tantancewa da kuma hanyoyin gudanar da mulki a matsayin babban abin da ke haifar da shirin nazarin raunin aikace-aikacen su.
Farashin: Matsakaicin darajar kwangila kusan $18,633/shekara bisa ga bayanan siyan abokin ciniki. Ana buƙatar ƙimar farashi na musamman; babu farashi mai bayyananne na kai.
Mahimman Sifofi da Ya Kamata A Nemi a Kayan Aikin Duba Rauni
Faɗin ɗaukar hoto na scanning. Gibin da aka fi sani tsakanin kayan aikin duba raunin shine wanda SDLC yadudduka da suka rufe. Kayan aiki wanda ke duba lambar tushe kawai yana rasa abubuwan da ake amfani da su a lokacin gudu. Kayan aiki wanda ke duba kayayyakin sadarwa kawai yana rasa raunin aikace-aikace. Fahimtar waɗanne matakai kowanne kayan aikin duba rauni ya rufe yana hana amincewa ta ƙarya game da ɗaukar hoto na ɓangare.
Ingancin fifiko. Ba za a iya aiwatar da ƙididdigar CVE ba. Nemi kayan aikin duba raunin da ke tacewa ta hanyar amfani da su, nazarin isa ga isa, maki na EPSS, fallasa intanet, da kuma yanayin kasuwanci. Manufar ita ce a gano ƙaramin kaso na binciken da ke wakiltar haɗari na gaske, nan take maimakon fallasa ka'ida.
Ikon gyarawa. Kayan aikin duba raunin da ke gano matsaloli kawai suna canza duk aikin gyara zuwa ga masu haɓakawa. Kayan aikin da ke ba da shawarwari kan gyara lafiya, waɗanda suka dace da mahallin, PRs ta atomatik, ko gyarawa ta dannawa ɗaya daga dashboard rage matsakaicin lokaci zuwa gyarawa. MTTR a cikin AppSec shine ma'aunin da ke raba kayan aikin duba rauni waɗanda ke inganta yanayin tsaro daga waɗanda ke inganta rahoto kawai.
CI/CD haɗa kai da aiwatarwa. Akwai bambanci mai amfani tsakanin kayan aikin duba raunin da ke bayar da rahoton abubuwan da aka gano da kuma wanda zai iya toshe pull request ko kuma kasa a pipeline ginawa lokacin da aka gano wani mummunan rauni. Ikon aiwatarwa yana canza nazarin rauni daga ba da shawara zuwa rigakafi.
Ƙimar ƙarya mai kyau. Gajiyawar faɗakarwa ita ce ɗaya daga cikin manyan dalilan da ya sa ba a warware binciken raunin ba. Babban ƙimar ƙarya mai kyau yana rage amincewa da masu haɓakawa ga kayan aikin duba raunin kuma yana haifar da watsi da matsaloli na halal. Bayanan OWASP Benchmark suna ba da kwatancen ƙimar ƙarya mai kyau na gaskiya don SAST kayan aiki inda akwai.
Taswirar bin ƙa'idodi. Ga ƙungiyoyin da ke ƙarƙashin ƙa'idojin ƙa'ida, kayan aikin duba raunin da ke taswirar sakamakon zuwa NIST, CIS, Tsarin ISO 27001, SOC 2, PCI-DSS, ko tsarin OWASP suna ci gaba da shirya binciken kuɗi maimakon lokaci-lokaci.
Yadda Ake Zaɓar Kayan Aikin Duba Rauni Mai Dacewa
Idan kuna buƙatar cikakken tsarin duba raunin da ya shafi tare da gyara ta atomatik: Xygeni yana rufe kowane layi daga lambar da abubuwan da suka dogara da shi zuwa lokacin aiki, IaCsirri, da kuma pipelines a cikin kayan aikin duba raunin rauni guda ɗaya, tare da AI AutoFix an tabbatar da shi don aminci kuma babu farashin kowane kujera.
Idan kuna buƙatar haɗakar AppSec ta farko da mai haɓakawa a farashi mai rahusa: Aikido yana ba da kariya mai yawa na nazarin rauni a duk faɗin ƙasar SCA, SAST, kwantena, IaC, da kuma yanayin girgije a cikin hanyar sadarwa mai dacewa da masu haɓakawa waɗanda suka dace da ƙananan ƙungiyoyi.
Idan babban shirin ku shine nazarin yanayin ababen more rayuwa da raunin hanyar sadarwa: Tenable, Rapid7 InsightVM, da Qualys sune kayan aikin duba raunin da suka fi girma ga ƙungiyoyin tsaro na IT waɗanda ke kula da manyan yanayin ababen more rayuwa na haɗin gwiwa, kowannensu yana da ƙarfi daban-daban a cikin samfurin fifiko da haɗin gwiwar aiki.
Idan ganin saman harin waje shine fifiko: CyCognito yana ba da mafi kyawun ikon duba raunin waje mai cin gashin kansa, gano da gwada kadarorin da ba a san su ba waɗanda kayan aikin duba raunin gargajiya ba su da su gaba ɗaya.
Idan bin ƙa'idodin ƙa'idoji da kuma rahotannin inganci na code suka haifar dacision: Kiuwan yana ba da harsuna da yawa SAST tare da cikakken taswirar bin ƙa'idodi. Veracode da Checkmarx One suna ba da faffadan binciken raunin AppSec tare da zurfafa bincike enterprise mulki.
Idan aikace-aikacen yanar gizo da tsaron API sune takamaiman abin da aka fi mayar da hankali a kai: Acunetix kayan aikin duba raunin DAST ne mai inganci wanda aka gina don kadarorin yanar gizo, wanda aka fi amfani da shi azaman matakin ƙwarewa a cikin babban shiri.
Final Zamantakewa
Kayan aikin duba raunin da ke tattare da shi sun bambanta sosai a cikin abin da suke rufewa a zahiri, yadda suke gano ainihin matsaloli daidai, da kuma yadda suke taimaka wa ƙungiyoyi su gyara abin da suka gano. Kayan aikin duba raunin da ke rufe sashe ɗaya yana ba da kariya ɗaya. Kayan aiki wanda ke samar da dubban bincike ba tare da fifiko ba yana ƙara aiki ba tare da rage haɗari ba.
Ga ƙungiyoyin da ke buƙatar cikakken nazarin raunin da ke cikin kowane mataki na SDLC, tare da mafi girman daidaiton ganowa da aka buga, ingantaccen gyara mai amfani da AI, da kuma ra'ayi mai haɗin kai game da haɗari wanda ke mai da hankali kan mahimman kashi 1 cikin 100 na binciken, Xygeni yana ba da cikakken kayan aikin duba rauni a cikin 2026 a matsayin wani ɓangare na dandamalin AppSec mai amfani da AI.
FAQ
- Menene bambanci tsakanin duban raunin rauni da gwajin shiga?
Binciken raunin jiki tsari ne na atomatik wanda ke amfani da kayan aikin duba raunin jiki don gano raunin da aka sani a cikin tsarin, lambar, da kayayyakin more rayuwa. Gwajin shiga jiki tsari ne na hannu ko na rabin-atomatik inda ƙwararrun tsaro ke ƙoƙarin amfani da raunin jiki don tantance haɗarin gaske. Kayan aikin duba raunin jiki suna ba da cikakken kariya; gwajin shiga jiki yana ba da cikakken tabbaci na takamaiman yanayin harin. Dukansu suna da mahimmanci a cikin shirin tsaro mai girma.
- Mene ne bambanci tsakanin SAST da kayan aikin duba raunin DAST?
SAST (Gwajin Tsaron Aikace-aikacen Tsaye) kayan aikin duba raunin da ya shafi raunin da ya shafi raunin da ya shafi lambar tushe ba tare da gudanar da aikace-aikacen ba, suna gano raunin da ya shafi ... IaC bincike, da kuma gano sirri.
- Ta yaya kayan aikin duba raunin da aka samu ke fifita abubuwan da aka gano?
Kayan aikin duba raunin asali na asali suna tantance sakamakon ta hanyar ma'aunin tsananin CVSS. Ƙarin kayan aiki masu ci gaba sun haɗa da ma'aunin EPSS waɗanda ke nuna yuwuwar amfani da su, nazarin isa ga abin da za a iya tantance ko an kira lambar rauni a cikin aikace-aikacenku, mahimmancin kadarori da yanayin kasuwanci, da kuma yanayin fallasa intanet. Haɗin waɗannan sigina yana rage yawan binciken da za a iya aiwatarwa sosai idan aka kwatanta da rarraba tsananin.
- Wanne kayan aikin duba raunin da ya fi dacewa da ganowa?
Ma SAST musamman, aikin OWASP Benchmark yana bayarwa standardBayanan daidaito. Xygeni ya cimma ƙimar Gaskiya Mai Kyau 100% tare da ƙimar False Positive 16.7%, mafi ƙarfi a cikin bayanan da aka buga a tsakanin kayan aikin duba rauni. Lambar Snyk ta cimma kashi 97.18% na TPR tare da kashi 34.55% na FPR, kuma Semgrep ta cimma kashi 87.06% na TPR tare da kashi 42.09% na FPR.
- Mene ne ASPM kuma ta yaya yake da alaƙa da kayan aikin duba raunin?
Application Security Posture Management (ASPM) yana haɗa sakamakon da aka samu daga kayan aikin duba raunin da ya shafi rauni da yawa, gami da SAST, SCA, DAST, IaC na'urorin daukar hoto, da kayan aikin ɓangare na uku, cikin haɗari ɗaya tilo dashboardMaimakon sarrafa abubuwan da aka gano daban-daban a cikin kayan aikin duba raunin da aka cire, ASPM yana haɗa su ta hanyar kadarori, yanayin kasuwanci, da kuma iya amfani da su don bayyana haɗarin da suka fi muhimmanci. ASPM Layer yana rage ƙarar faɗakarwa har zuwa kashi 90 cikin ɗari ta hanyar mazubin fifikonsa.
- Waɗanne kayan aikin duba raunin da ke tallafawa gyaran da ke amfani da fasahar AI?
Wasu kayan aikin duba raunin yanzu sun haɗa da damar gyarawa da ke amfani da AI wanda ke taimaka wa masu haɓakawa su gyara raunin cikin sauri. Xygeni yana ba da AI AutoFix tare da Binciken Haɗarin Gyara don samar da gyare-gyare masu fahimtar mahallin da kuma kimanta yiwuwar canje-canje masu karyewa kafin a fara aiki. Sauran dandamali, gami da Veracode Fix, Aikido, da GitHub Advanced Security, suna ba da fasalulluka na gyarawa da ke taimakawa wajen rage ƙoƙarin hannu da kuma hanzarta warware raunin.
- Waɗanne kayan aikin duba raunin da ke tallafawa DevSecOps?
An tsara kayan aikin duba raunin zamani da yawa musamman don ayyukan DevSecOps. Dandamali kamar Xygeni, Aikido, Checkmarx One, Veracode, da Kiuwan suna haɗuwa kai tsaye tare da ma'ajiyar lambar tushe, CI/CD pipelines, IDEs, da kuma pull request Ayyukan aiki. Waɗannan kayan aikin duba raunin suna taimaka wa ƙungiyoyin ci gaba da tsaro gano raunin da wuri, gyara ta atomatik, aiwatar da manufofin tsaro, da kuma ci gaba da tsare software a duk lokacin aiki SDLC.
