Zvishandiso zvekuongorora njodzi zvinobatsira masangano kuona, kuisa pakutanga, uye kugadzirisa kusasimba kwekuchengetedza mumashandisirwo, zvivakwa, nzvimbo dzegore, nzvimbo dzinoshandiswa nevanhu vakavhurika, ma containers, ma API, uye CI/CD pipelines. Sezvo huwandu hwevasina kusimba huchiramba huchikura, maturusi emazuva ano ekuongorora vasingakwanisi kusimba ari kuwedzera kubatanidza zvinhu zvakakosha zvinoenderana nenjodzi, Application Security Posture Management (ASPM), uye kugadziriswa kunotungamirirwa neAI kubatsira mapoka kutarisa pane zvipingamupinyi zvinonyanya kukosha.
Muna 2026, maCVE matsva anopfuura 52,000 akashumwa, uye 72 muzana yekutyorwa kwekuchengetedzwa kwakakonzerwa nekusashanda zvakanaka kwesoftware. Dambudziko rezvikwata zvekuchengetedza nekugadzira harisi rekuwana scanner yekusashanda zvakanaka: asi kutsvaga imwe inoona zvinonyanya kukosha, inobatanidza panoshanda vagadziri, uye inobatsira kugadzirisa matambudziko asati asvika pakugadzirwa.
Vaongorori vemaindasitiri vari kuramba vachiona kuti kutonga matambudziko kunoda zvinopfuura kungowana matambudziko chete. Gartner nedzimwe nzira dzemaindasitiri dzakaratidza kukosha kuri kukura kwe Application Security Posture Management (ASPM), kuisa zvinhu zvakakosha panjodzi, uye kugadzirisa otomatiki kubatsira masangano kugadzirisa huwandu uye kuoma kwezviwanikwa zvemazuva ano zvekusagadzikana.
Gwaro iri rinoenzanisa maturusi epamusoro ekuskena enjodzi egore ra2026, anosanganisira kufukidza kwekuskena, kugona kuisa zvinhu zvakakosha, CI/CD kubatanidzwa, mhando yekugadzirisa, uye mashandisirwo akakodzera, saka unogona kusarudza yakakodzera nharaunda yechikwata chako uye nhanho yekukura.
Ndezvipi Zvishandiso zveKuongorora Kukuvara?
Zvishandiso zvekuongorora njodzi mhinduro dzekuchengetedza dzinoona, kuongorora, uye kukoshesa njodzi dziri muzvirongwa, zvivakwa, nzvimbo dzegore, nzvimbo dzinoshandiswa nevanhu vakavhurika, ma containers, maAPI, uye CI/CD pipelines. Zvishandiso zvemazuva ano zvekuongorora njodzi zvinopfuura kungoona CVE zviri nyore nekubatanidza ongororo yekugona kushandiswa, data rekugona kuwanikwa, mamiriro ebhizinesi, uye kugadzirisa otomatiki kubatsira mapoka kutarisa njodzi dzinogona kukanganisa masisitimu ekugadzira.
Zvishandiso zvakanakisisa zvekuongorora njodzi zvinobatanidzwa zvakananga mukugadzira software uye mabasa ekuchengetedza, zvichibvumira masangano kuti arambe achiwana, achiisa zvinhu zvakakosha, uye achigadzirisa njodzi mukati mehupenyu hwese hwekugadzira software.
Zvishandiso gumi zvepamusoro zvekuongorora njodzi zvegore ra2026
Tafura Yekuenzanisa: Zvishandiso Zvekuongorora Dambudziko
| Tool | Kufukidza Kuskena | Kugadziriswa kweAI | CI/CD kusangana | Best For |
|---|---|---|---|---|
| Xygeni | Kodhi, zvinoenderana, DAST, IaC, zvakavanzika, midziyo, pipelines, Kuchengetedzwa kweAI & AI-SPM | AI AutoFix + Kuongorora Njodzi Yekugadzirisa | Vagari vemo, vachitevedzera mitemo, guardrails, uye pipeline security | Zvikwata zveDevSecOps zvinoda zvizere SDLC, software supply chain, uye AI security coverage |
| aikido | Kuvimba nevanhu, SAST, midziyo, IaC, chimiro chegore | Mazano ekugadzirisa zvinhu zvishoma, otomatiki | CI/CD magedhi nemaIDE plugins | Matimu anotarisana neVagadziri vanoda AppSec yakakura mupuratifomu imwe chete |
| Tenable | Network, cloud infrastructure, containers, web apps | Aihwa | Yakavakirwa paAPI CI/CD kusangana | Mapoka eIT nekuchengetedza ari kutarisira zvirongwa zvekugadzirisa zvivakwa uye network |
| Kiuwan | Kodhi yekwakabva, SAST, SCA, zviyero zvemhando yesoftware | Aihwa | CI/CD pipeline kusangana | Mapoka ekuvandudza software anotarisa kunaka uye kutevedzera mitemo |
| Qualy's | Zvinhu zvegore, network, endpoints, mawebhu applications | Aihwa | Kubatanidzwa kweAPI ne pipelines | Enterprise Mapoka eIT anotarisira zvivakwa zvakakura zvehybrid |
| Acunetix | Mapurogiramu ewebhu nemaAPI, anotarisa kuDAST | Aihwa | CI/CD otomatiki yekutarisa pawebhu | Mapoka akatarisana nekuyedzwa kwekuchengetedzwa kwewebhu uye API |
1. Kuchengetedzwa kweXygeni
Overview: Xygeni ipuratifomu yekuchengetedza application inoshandisa AI iyo inotarisa hutachiona hwenjodzi sechikamu chechirongwa chakakwana, chakabatana chekutarisira njodzi. Pane kugadzira runyorwa rwakati sandara rweCVEs, inobatanidza zvakawanikwa kubva SAST, SCA, DAST, IaC kuongorora, kuona zvakavanzika, CI/CD chengetedzo, uye ASPM munjodzi imwe chete dashboard, wobva washandisa nzira yekuisa zvinhu zvakakosha kuti uratidze 1 muzana yematambudziko akakosha, zvichideredza huwandu hwekuzivisa kwevagadziri kusvika ku90 muzana.
Kusiyana nezvishandiso zvechinyakare zvekuongorora njodzi zvinongotarisa pakuona njodzi chete, Xygeni inobatsira masangano kuwana, kuisa pamberi, kutonga, uye kugadzirisa njodzi kuburikidza nekodhi yekodhi, kutsamira kwenzvimbo dzakavhurika, CI/CD pipelines, zvivakwa zvegore, macheni ekupa software, mamodheru eAI, vamiririri veAI, uye nharaunda dzekuvandudza dzinogoneswa neAI.
Xygeni inosanganisa kuongorora kwenjodzi, ASPM, kugadziriswa kunoshandiswa neAI, software supply chain security, uye AI Security Posture Management (AI-SPM) kuita puratifomu yakabatana inobatsira zvikwata kuona, kuisa pamberi, uye kugadzirisa kushaya simba mukati mese. SDLC.
Its ASPM layer inowana otomatiki uye inoronga zvese zvinhu zvesoftware mumarepositori, pipelines, uye nzvimbo dzegore zvichibva pakukosha kwebhizinesi. Inogamuchira zvakawanikwa kubva kuma scanners eXygeni pamwe chete nevechitatu SAST, SCA, uye maturusi eDAST, zvichibatanidzwa kuti zvive maonero akabatana apo njodzi dzinoiswa pamberi nekushandiswa, kuoma, kuva pedyo nekugadzirwa, uye kukanganisa kwebhizinesi. Kuti uwane rumwe ruzivo nezve mashandiro anoita otomatiki ekugadzirisa njodzi muDevSecOps uye nzira dzakanakisisa dzekuongorora kusasimba kwekushandisa, malink iwayo anopa ruzivo rwakakodzera.
Key Features:
- ASPM: inosanganisa zvakawanikwa zvekusagadzikana kubva mukodhi, kutsamira, nguva yekumhanya, IaC, zvakavanzika, uye pipelines mukutarisa njodzi imwe chete yakakosha, nemidziyo inounganidzwa otomatiki zvichienderana nekukosha kwebhizinesi
- Kuchengetedzwa kweAI & AI-SPM: inowana mamodheru eAI, vamiririri, zvinokurudzirwa, maseva eMCP, uye mafambisirwo ekuvandudza anogoneswa neAI uku ichibatsira masangano kutonga nekuchengetedza kushandiswa kweAI muzvikamu zvese. SDLC
- Kuisa zvinhu zvakakosha pakutsvaga nzira dzekufambisa zvinhu kuburikidza nekushandisa mukana wekushandisa mukana wekuwana zvinhu, kugona kusvikika, kuomarara, kuratidzwa paindaneti, uye mamiriro ebhizinesi, zvichideredza huwandu hwenyevero kusvika ku90 muzana kuti titarise pa1 muzana yenjodzi dzakakomba.
- SAST ne100 muzana True Positive Rate paOWASP Benchmark uye 16.7 muzana False Positive Rate, iyo inonyatso kuburitswa kwechokwadi chiripo.
- SCA ne kuongorora kugona kusvika uye kuonekwa kwemalware panguva chaiyo mumaopen source registry
- DAST inoongorora maapplication ari kumhanya kubva pamaonero emurwisi kuti ione SQL injection, XSS, uye kushaya simba kwekusimbisa izvo zvisingawanikwe nekuongorora kwakagadzika
- Kugadzirisa otomatiki kweAI ne Kuongorora Njodzi Yekugadzirisa kugadzira makodhi akachengeteka, anonyatsozivikanwa nemamiriro ezvinhu akasimbiswa kuti ashande zvisina kunaka musati mashandiswa
- Kugadziriswa otomatiki zvakananga kubva ku ASPM dashboard: Kugadzirisa otomatiki kunoshanda neAI kwekodhi uye kuyerera kwekugadzirisa kwakavimbika kune zvinoenderana
- CI/CD chibatiso guardrails kuvharira kodhi isina kuchengetedzeka, kuvimba nevanhu vari munjodzi, uye marongero ane njodzi kuti asapinde mu pipeline
- IaC kuongorora Terraform, Kubernetes, Helm, Ansible, uye CloudFormation
- Kuwanikwa kwezvakavanzika zvizere SDLC kusanganisira nhoroondo yeGit, pipelines, uye midziyo
- AI inoshanda kuburikidza neDevAI yekuongororwa kweIDE-level nguva dzose uye CoreAI yekushuma njodzi dzepamusoro-soro uye kutonga
- Kubatanidzwa kwechivanhu neGitHub Actions, GitLab CI, Jenkins, Bitbucket Pipelines, uye Azure DevOps
- Kuronga kutevedzera mitemo yeNIST, CIS, ISO 27001, SOC 2, OWASP, uye OpenSSF
Zvakanakisa zve: Mainjiniya, DevSecOps, uye mapoka ehutungamiriri hwekuchengetedza anoda puratifomu imwe chete inotarisa njodzi chaiyo yekusagadzikana kwese SDLC, ine kugadziriswa kwakachengeteka otomatiki uye pasina mutengo wepachigaro chimwe nechimwe.
Mutengo: Inotangira pamadhora makumi matatu nematatu pamwedzi papuratifomu yakazara ye "all-in-one". Inosanganisira SAST, SCA, DAST, CI/CD Kuchengetedzwa, Kuwanikwa Kwezvakavanzika, IaC Security, uye Kuskena Zvine Container. Nzvimbo dzisina muganho dzekuchengetedza zvinhu uye vanopa zvipo vasina mutengo wepachigaro chimwe nechimwe.
2. Aikido
Overview: Aikido Security ipuratifomu yekuchengetedza maapplication inotarisa kune vagadziri iyo inosanganisa kuongorora njodzi kuburikidza ne open source dependencies, static code analysis, container security, IaC mafaira, uye mamiriro egore muchimiro chimwe chete. Dhizaini yayo inotungamira kukweshana kushoma kwezvikwata zvekugadzira, nemaIDE plugins, pull request Kuskena, uye kugadzirisa otomatiki mazano anochengetedza kuchengetedzeka kwakabatanidzwa mumafambisirwo ebasa ezuva nezuva pasina kuda kuti timu yekuchengetedza yakatsaurirwa ishande.
Aikido inovhara mhando dzakasiyana dzemhando dzekuongorora mutengo wayo, zvichiita kuti ive sarudzo inoshanda kune zvikwata zvidiki kana masangano anoda AppSec yakabatanidzwa isina enterprise-level complexity. Kuonekwa kwayo kwemalware kwakatarisana nemaitiro epakeji mu npm nePyPI, uye kugona kwayo kuisa zvinhu zvakakosha kwakaderera pane kwakatsaurirwa. ASPM mapuratifomu. Kuti uwane ruzivo rwakakura pamusoro pe Kugadzira maturusi eDevSecOps, iri muchikamu chekutanga chevagadziri vemapurogiramu ekugadzira mapurogiramu pamusika.
Key Features:
- SCA kugara uchitarisa zvinoenderana neCVE dzinozivikanwa uye njodzi dzekutengesa nesarudzo dzekugadzirisa otomatiki
- SAST kuongorora kodhi yekodhi yekuona zvikanganiso zvejekiseni, XSS, uye mamwe maitiro akajairika ekudzivirira njodzi usati wabatanidzwa
- Mudziyo uye IaC kuongorora kuona kusarongeka zvakanaka uye zvikamu zvisina kusimba mumifananidzo nemafaira ezvivakwa
- Kutarisira mamiriro egore kunoratidza kusarongeka zvakanaka munzvimbo dzeAWS, GCP, uye Azure
- Zero-day malware scanner yemapakeji matsva eNPM nePyPI asati apihwa maCVE
- Kubatanidzwa kweIDE uye kuvharirwa kwePR kwemhinduro dzevagadziri vemapurogiramu panguva chaiyo
nezvayakaipira:
- Kuisa zvinhu zvakakosha kunoenderana nekuongororwa kwakakosha pasina kushandisa kwakadzika kana kuti kugona kusvikika
- Kufukidzwa kweDAST kwakaganhurirwa kana tichienzanisa nema "web application scanners" akagadzirirwa
- Rutsigiro rwe ecosystem rwemitauro nevanotarisira mapakeji kunze kweJavaScript nePython ruchiri kukura
- Hapana kubatana ASPM nzira yekubatanidza zvakawanikwa pazvishandiso nenzvimbo dziri pa enterprise scale
Zvakanakisa zve: Mapoka madiki kusvika pakati nepakati ekuvandudza anoda kufukidzwa kwakakura kweAppSec mupuratifomu inoshamwaridzana nevagadziri vasina mabasa akakosha ekuchengetedza.
Mutengo: Inotangira pamadhora mazana matatu ($300) pamwedzi kune vashandisi gumi. Mitengo yemushandisi wega wega inoyerwa nehukuru hwechikwata. enterprise zvirongwa zviripo.
3. Inogoneka
Overview: Tenable ndeimwe yemapuratifomu akakurumbira ekutarisira njodzi, ine midzi mukuskena network uye zvivakwa kuburikidza neNessus scanner yayo. Tenable One puratifomu yayo inosanganisa kuwanikwa kwezvinhu, kuongororwa kwenjodzi, uye manejimendi yekuratidzwa mukati megore, on-premises, ma containers, uye ma web applications. Inozivikanwa nekudzika uye kururama kwe database yayo ye intelligence intelligence uye kugona kwayo kufukidza mhando dzakasiyana dze IT asset muhukuru. enterprise midzi.
Tenable inoshandisa predictive prioritization (VPR) inosanganisa threat intelligence, CVSS scores, uye machine learning kuti iongorore kushaya simba zvichienderana nekushandiswa chaiko. Yakagadzirirwa zvikuru timu dzekuchengetedza IT nezvivakwa kwete maDevSecOps akabatanidzwa nevagadziri, uye kugona kwayo shift-left kwakaderera kana tichienzanisa nemapuratifomu akavakirwa SDLC kubatanidzwa. Nezvenyaya iri pamusoro matambudziko anoshandiswa zvisina kunaka anozivikanwa uye maitiro ekuisa pakutanga, iyo link inopa ruzivo rwakakosha.
Key Features:
- Kuwanikwa kwezvinhu zvakakwana mugore rose, on-premises, OT, nenzvimbo dziri kure
- Kufanotaura zvinhu zvakakosha (VPR) uchishandisa machine learning uye threat intelligence kuronga kushaya simba kuburikidza nekushandisa mukana wekushandisa zvinhu zvisina kunaka.
- Mifananidzo yemidziyo yekuskena kuchengetedzwa kwemidziyo yeCVEs nematambudziko ekutevedzera mitemo
- Kuongororwa kwewebhu application yezvikamu zvinowanzoonekwa zvekusagadzikana
- Kubatanidzwa kweAPI kwemaitiro ekushanda akagadzirwa uye kubatana kwezvishandiso zvebato rechitatu
- Mishumo yekutevedzera mitemo yakabatana nePCI-DSS, HIPAA, CIS, uye NIST frameworks
nezvayakaipira:
- Zvikurukuru zviri pazvivakwa uye network; zvishoma SAST, SCA, kana kuchengetedzeka kwecheni yekugovera
- Hazvina hushamwari kune vagadziri vasina IDE kana native integration pull request scanning
- Modhi yemarezinesi akaomarara ine mitengo inowedzera zvakanyanya munzvimbo dzakakura
- Kugadzirisa nekugadzirisa kunoramba kuripo kunoda zviwanikwa zvekuchengetedza zvakatsaurirwa
Zvakanakisa zve: Enterprise Mapoka eIT nekuchengetedza anotarisira mapurogiramu ekudzivirira njodzi munzvimbo dzakakura, dzakasiyana-siyana dzezvivakwa dzinosanganisira network, cloud, OT, uye endpoint assets.
Mutengo: Mutengo weTenable One unotanga pamadhora angangoita 5,290 pagore pazvinhu 65. Mitengo inokwira zvichienderana nekuwanda kwezvinhu uye mamodule akasarudzwa. enterprise mitengo iripo.
4. Kiuwan
Overview: Kiuwan ipuratifomu yekuchengetedzwa kwekodhi yemhando yepamusoro uye mashandisirwo ayo inosanganisa ongororo yekodhi isingachinjiki neongororo yekuumbwa kwesoftware kuti ione zvikanganiso nematambudziko emhando yepamusoro mukodhi yekodhi yekodhi. Yakanyanya kutarisa pakubatsira mapoka kusangana nezvinodiwa pakutevedzera mitemo uye mhando yesoftware. standards, ine mishumo yakadzama yakabatana nehurongwa hwemitemo. Rutsigiro rwayo rwemitauro yakawanda uye kubatanidzwa neIDE dzakakurumbira uye CI/CD mapuratifomu anoita kuti ive nyore kushandisa kumapoka ane matekinoroji akasiyana-siyana.
Simba raKiuwan riri mukunyora nezvekutevedzwa kwemitemo uye mishumo yekutevedzera mitemo kwete mukuongorora njodzi dzekushandisa makodhi kana zvivakwa. Hazvibatanidzi DAST, kuskena network, kuchengetedzeka kwekushandisa macomputer, kana kuona malware emuchina wekutengesa, saka zvikwata zvinoda kufukidzwa kwakakura zvinoda kuwedzera mamwe maturusi. Kuti uwane rumwe ruzivo nezvenyaya iyi, tarisa mamiriro acho ezvinhu. ongororo yekodhi yesimba isingachinji, iyo link inofukidza pfungwa dzekutanga.
Key Features:
- Mitauro yakawanda SAST kuona kushaya simba kwekuchengetedza, kunhuhwirira kwekodhi, uye matambudziko emhando yepamusoro mumitauro yakawanda yekuronga mapurogiramu
- SCA kuona kushaya simba kunozivikanwa uye njodzi dzerezinesi mukushandiswa kwenzvimbo dzakavhurika
- Zviyero zvemhando yekodhi zvinosimbisa gwara rekunyora makodhi uye maitiro akanakisa ekuchengetedza
- CI/CD kubatanidzwa neJenkins, GitHub Actions, GitLab, Azure DevOps, uye maIDE makuru
- Mishumo yekutevedzera mitemo yakabatana neOWASP Top 10, CWE/SANS 25, PCI-DSS, uye ISO standards
nezvayakaipira:
- Hapana DAST, network scanning, kuchengetedzeka kwemuchina panguva yekushanda, kana kufukidzwa kwenjodzi yezvivakwa
- Hapana kuonekwa kwemalware kana dziviriro yekutyisidzira kwekutengesa panguva chaiyo
- Kuisa zvinhu zvakakosha kunogumira pakuongorora kuomarara pasina kushandisa kana kusvikika
- Chimiro chemushandisi uye mafambiro ebasa hazvisi nyore kunzwisisa kana tichienzanisa nemapuratifomu ekutanga evagadziri
Zvakanakisa zve: Mapoka ekugadzira software akatarisana nekutevedzera mhando yekodhi uye kuchengetedzeka standards, kunyanya mumaindasitiri anotongwa nemutemo uko mishumo yakagadzirira kuongororwa inopesana nehurongwa hweOWASP neCWE inodiwa.
Mutengo: Inotangira pamadhora angangoita 295 pamwedzi pachirongwa cheInsights. Zvinhu zvepamusoro uye enterprise zvirongwa zviripo kana zvakumbirwa.
5. MaQualys
Overview: Qualy's VMDR (Vulnerability Management, Detection and Response) ipuratifomu yekutarisira njodzi yakavakirwa mugore inosanganisa kuwanikwa kwezvinhu, kuongororwa kwenjodzi, uye manejimendi yemabasa ekugadzirisa mumhinduro yakabatana. Magadzirirwo ayo egore anoita kuti ive nyore kukwidziridzwa kumasangano makuru anotarisira nzvimbo dzakasiyana dzeIT mugore rose, on-premises, uye nharaunda dziri kure. Qualys inozivikanwa nekudzika kwehuwandu hwezvinhu zvayo uye kubatanidzwa kwayo nezvishandiso zvekutarisira zvigamba kuti zviite kuti mabasa ekugadzirisa zvinhu agadziriswe zviri nyore.
Kufanana neTenable, Qualys inonyanya kushandiswa nemapoka ekuchengetedza IT nezvivakwa. Kugona kwayo kuchengetedza maapplication uye kubatanidza vagadziri kwakaganhurirwa kupfuura mapuratifomu akavakirwa ma workflows eDevSecOps. Kune mapoka ari kushanda enterprise Zvirongwa zvekutarisira matambudziko zvinoda kutevera nekugadzirisa matambudziko ari muzviuru zvemidziyo, zvinopa hwaro hwakasimba uye hunogona kukura. otomatiki yekugadzirisa njodzi, iyo link inovhara nzira dzakakodzera.
Key Features:
- Kuwanikwa kwezvinhu zvakakwana kunozivisa uye kuunganidza zvinhu zvese zveIT mugore rose, on-premises, uye nharaunda dziri kure
- Kuenderera mberi nekuongorora njodzi nekugadziriswa kwenguva chaiyo kweCVE dzichangoburwa
- Kuisa zvinhu zvakakosha panjodzi uchishandisa TruRisk scoring inosanganisa CVSS, huchenjeri hwekutyisidzira, uye kukosha kwezvinhu
- Mafambiro ekugadzirisa otomatiki anobatanidza nematurusi ekugadzirisa mapatch
- Kutsvaga mawebhusaiti ewebhu kuti uone zvikanganiso zvinowanzoonekwa pakushandisa application-layer
- Kushuma kwekutevedzera mitemo yePCI-DSS, HIPAA, CIS, nedzimwe nzira dzekugadzirisa
nezvayakaipira:
- Zvishoma SAST, SCA, kana kugona kuskena kwakabatanidzwa nevagadziri
- Hapana kuwanikwa kwemalware emuno kana kuvharwa kwekuchengetedzwa kwecheni yekugovera
- Kuskena mawebhusaiti ewebhu kusina kukwana kupfuura zvishandiso zveDAST zvakatsaurirwa
- Mitengo yemuenzaniso inokwira zvakanyanya zvichienderana nehuwandu hwezvinhu uye inogona kudhura munzvimbo dzakakura
Zvakanakisa zve: Enterprise Mapoka ekuchengetedza IT anotarisira mapurogiramu makuru ekudzivirira njodzi muzvivakwa zvakasiyana-siyana, nekuda kwehuwandu hwezvinhu zviri mumidziyo uye kubatanidzwa kwekutarisira zvimedu.
Mutengo: Mutengo weQualys VMDR unotangira pamadhora angangoita 2,700 pagore pakushandiswa kudiki. Mitengo inokwira zvichienderana nehuwandu hwezvinhu. enterprise mitengo inowanikwa munzvimbo dzakakura.
6. Acunetix
Overview: Acunetix Yakagadzirwa neInvicti iwebhu application yakasarudzika uye API vulnerability scanner inotarisa pakuona zvikanganiso zvinogona kushandiswa pakushandisa mawebhu applications kubva pamaonero emurwisi. Inobatanidza automated crawing ne deep application scanning kuti ione SQL injection, XSS, authentication weakness, uye zvimwe vulnerability zveOWASP Top 10 zvisingakwanise kuonekwa ne static analysis. Kururama kwayo kwescan uye low false positive rate yevulnerability yewebhu application zvinoita kuti ive sarudzo yakavimbika kune zvikwata zvekuchengetedza zvine basa rekuchengetedza midziyo inotarisana newebhu.
Acunetix inovhara DAST layer zvakananga uye haitauri nezve source code analysis, dependency scanning, infrastructure security, kana supply chain risks. Mapoka anoshandisa iyo se primary vulnesty scanner achada maturusi ekuwedzera kune dzimwe nzvimbo dzekufukidza. Kuti uenzanise nzira dzekuyedza dzakasimba vs dzinoshanda, iyo link inotsanangura kuti DAST inokodzera sei mukati mechirongwa chakakura cheAppSec.
Key Features:
- Kutsvaga kwakadzika kwewebhu application kuona SQL injection, XSS, CSRF, nezvimwe zvinokanganisa OWASP Top 10
- Kuongororwa kwekuchengetedzwa kweAPI kweREST neSOAP APIs nerutsigiro rweOpenAPI neSwagger
- Kuskena otomatiki ne CI/CD kubatanidzwa kwekusimbisa kuchengetedzeka kwewebhu application nguva dzose
- Mishumo yakadzama yematambudziko ine zviyero zvekuoma, gwara rekugadzirisa, uye mepu yekutevedzera mitemo
- Kuongororwa kwakasimbiswa kunotsigira maitiro ekusimbisa maitiro ekushandisa akavakirwa pafomu, OAuth, uye JWT
nezvayakaipira:
- Kufukidzwa kweDAST chete pasina SAST, SCA, IaC, zvakavanzika, kana kuongorora kushaikwa kwezviwanikwa
- Hazvigadzirise njodzi dzekutengesa zvinhu, malware, kana pipeline security
- Chiyero chakatarisana newebhu chinoreva kuti chinoda maturusi anobatsira echirongwa chakakwana chekutarisira njodzi
- Mitengo inoiisa sechishandiso chehunyanzvi kwete sepuratifomu yakabatana
Zvakanakisa zve: Mapoka ekuchengetedza ane basa rekuchengetedza mawebhusaiti uye maAPI anoda DAST scanner yakatsaurirwa uye yakarurama sechikamu chimwe chechirongwa chakakura chekugadzirisa matambudziko.
Mutengo: Inotangira pamadhora angangoita $4,495 pagore kune Standard ronga. Premium uye Enterprise Zvirongwa zviripo zvine zvimwe zvinhu uye zvinangwa zvekuongorora. Mitengo yakagadzirwa kune vanhu vakawanda.
7.Rapid7 InsightVM
Overview: Rapid7 InsightVM chishandiso chekuongorora matambudziko chinotungamirirwa nekuongorora kwakagadzirirwa kuramba uchionekwa mukati mese on-premises, cloud, container, uye remote assets. Active Risk Score yayo inobatanidza mamiriro ezvinhu chaiwo ekutyisidzira, kukanganisa kwebhizinesi, uye data remaitiro evarwi kuti ibudise pachena njodzi dzinogona kugadziriswa pane kungotarisa nekuoma kweCVSS. IT-Integrated Remediation Projects inobatana zvakananga neJira, ServiceNow, nedzimwe nzira dzekutengesa matikiti, ichivhara musiyano uripo pakati pezvakawanikwa zvekuchengetedza uye mashandiro ekugadzirisa IT.
InsightVM inonyanya kushandiswa nemapoka ekuchengetedza IT nezvivakwa. Kugona kwayo kuskena kwakabatanidzwa nevagadziri kwakaganhurirwa kana tichienzanisa nematurusi eskena ekushandisa pakutanga, uye kuoma kwekugadzirisa idambudziko rinowanzoonekwa mu enterprise Kumapoka ari muRapid7 ecosystem achishandisa InsightIDR kuti aone uye apindure, InsightVM inopa kubatanidzwa kwechisikigo kuburikidza nedata rakagovaniswa uye kubatana dashboards. Nezvenyaya iri pamusoro otomatiki yekugadzirisa njodzi muDevSecOps, iyo link inovhara nzira dzakakodzera.
Key Features:
- Chiyero Chengozi Chinoshanda chinosanganisa ruzivo rwekutyisidzira, kukanganisa kwebhizinesi, maitiro ekurwisa, uye kukwezva midziyo kuti pave nehurongwa hwekutanga hwekuva munjodzi.
- Kuramba uchitarisa mhenyu mhiri kwese on-premises, gore, mudziyo, uye zvinhu zviri kure
- Mapurojekiti Ekugadzirisa Akabatanidzwa neIT ane hukama hwakananga neJira neServiceNow
- Kubatanidzwa kweProject Sonar kwekutarisa kurwiswa kwekunze uye kuwanikwa kwemumvuri weIT
- Sarudzo dzekuongorora dzakavakirwa pamabasa emumiriri uye pasina mabasa emumiriri kuti dzifukidzwe zvakakwana nharaunda
- Rarama zvinoenderana nezvinodiwa nemunhu wese dashboardnemibvunzo iri nyore kune vateereri vehunyanzvi nevakuru vakuru
- Mishumo yekutevedzera mitemo yakabatana neSOC 2, HIPAA, PCI-DSS, ISO 27001, uye FedRAMP
nezvayakaipira:
- Maitiro akaomarara ekugadzirisa anoda kushanda nesimba kukuru kwekutonga uye hunyanzvi hwehunyanzvi
- Zvishoma SAST, SCA, kana kugona kuongorora njodzi kwakabatanidzwa nevagadziri
- Kuskena kukuru kunogona kutora maawa, zvichikanganisa kuronga nguva yekugadzirwa kwezvinhu
- Mutengo wakakwira uchienzaniswa nezvimwe zvishandiso zvekuongorora njodzi zviri muchikamu chayo
Zvakanakisa zve: Enterprise Mapoka ekuchengetedza IT anoda kuongororwa kwenjodzi dziripo kuburikidza nehurongwa hwekubatanidza zvakananga mashandiro eIT uye huwandu hwemishumo yekutevedzera mitemo.
Mutengo: Inotangira pa$1.93/pfuma/mwedzi wezvinhu mazana mashanu (zvishoma pane $965/mwedzi), inobhadhariswa gore rega rega. Mutengo wehuwandu unowanikwa kune zvinhu zvinopfuura chiuru nemazana maviri nemakumi mashanu. enterprise mitengo kana wakumbira.
8. CyCognito
Overview: CyCognito ipuratifomu yeExternal Attack Surface Management (EASM) inoshandisa nzira yekuongorora njodzi kubva pakuona kwemurwisi. Pane kuongorora zvinhu zvinozivikanwa muchitoro, inowana yega nzvimbo yese yekurwiswa kwekunze, kusanganisira zvinhu zvisingazivikanwe, shadow IT, masubsidiaries, uye kubatana kwechitatu, uye yobva yashandisa otomatiki bvunzo dzekuchengetedza kusanganisira DAST kuti ione kuti ndeapi maficha anogona kushandiswa zvechokwadi. Yakatumidzwa zita rekuti ASM Leader uye Outperformer mu2026 GigaOm Radar yeAttack Surface Management.
Kusiyana kukuru kweCyCognito ndiko kusingasanganisike kwekutsvaga zvinhu: haidi runyorwa rwezvinhu zvakagadziriswa kare, hapana vamiririri, uye hapana madhatabhesi ezvinhu kuti itange kutsvaga nekuyedza zvinhu zvakafumurwa. Izvi zvinoita kuti ive yakakosha zvikuru kune zvinhu zvikuru. enterpriseine nzvimbo dzakaoma, dzakapararira uko maturusi ekare ekuongorora njodzi asingatarisirwi kana kukanganikwa. Kuisa kwayo pamberi kunoshandisa Exploit Intelligence, kusanganisa data rechokwadi rekutyisidzira nemamiriro ebhizinesi kuti ibudise 0.01 muzana yematambudziko anofanirwa kugadziriswa kutanga.
Key Features:
- Kuwanikwa kweZero-input autonomous kunoratidza nzvimbo yese yekurwiswa kwekunze kubva pamaonero emurwisi, kusanganisira zvinhu zvisingazivikanwe uye zvisina kutarisirwa
- DAST otomatiki uye kuyedzwa kwekuchengetedza kuri kushanda pawebhu dzese dzakawanikwa uye maAPI
- Kuisa pamberi pekushandisa njere kusanganisa mamiriro ebhizinesi, data rekushandisa, uye maitiro ekurwisa kuderedza ruzha rwekunyevera
- Kuramba uchiongorora zuva nezuva uchishandisa nzira dzinochinjika dzekuona njodzi dziri kubuda
- Kubatanidzwa kwekushanda kwekugadzirisa otomatiki neServiceNow nedzimwe mapuratifomu ekutengesa matikiti
- Kuzivikanwa kwakadzama kwemuridzi wepfuma kuti upe kugadziriswa kumapoka akakodzera
nezvayakaipira:
- Yakatarisana nekunze kwekurwiswa; haishande SAST, SCA, IaC, kana kuti kuongorora zvakavanzika pakodhi yekodhi yekushandisa
- Mitengo yakatarwa pakati pemusika kusvika enterprise masangano; zvisingakwanisike kuwanikwa nezvikwata zvidiki
- Hudzamu hwenhungamiro yekugadzirisa hwakaonekwa sehusina kunyatsotsanangurwa kupfuura mamwe maturusi ekuongorora matambudziko ari kukwikwidzana
- Kushanda kwepuratifomu kunogona kunonoka panguva yekuskena kwakaoma, zvichienderana neongororo dzemushandisi paGartner Peer Insights
Zvakanakisa zve: guru enterprises dzinoda kuoneka kwekunze kwekurwisa uye kusimbiswa otomatiki kwezvinogona kushandiswa, sekuwedzera kune zvishandiso zvekuskena zvekushandisa-layer vulnerability.
Mutengo: Mitengo inobva pakunyorera inosiyana zvichienderana nehuwandu, huwandu hwezvinhu zvinotariswa, uye mamodule akasarudzwa. Hapana mitengo yeruzhinji; taura nevatengesi kuti uwane mutengo.
9. Checkmarx One
Overview: Checkmarx One chiri enterprisechishandiso chekuongorora njodzi cheAppSec chakabatana chegiredhi SAST, SCA, DAST, IaC kuskena, uye kuchengetedzeka kweAPI mupuratifomu imwe chete. Kugona kwayo kuongorora nzira yeExploitable kunobatanidza SCA zvakawanikwa panzira chaidzo dzekushandisa makodhi, zvichibatsira mapoka kunzwisisa kana munhu anovimba nedambudziko achigona kuwanikwa kuburikidza nehurongwa hwekushandisa hwechokwadi. enterprises yatove ichishandisa Checkmarx yekuongorora static, kuwedzera mamwe ma scanning modules kuburikidza nepuratifomu imwecheteyo kunoderedza kuwanda kwematurusi uye kunoisa pakati pekutonga kwenjodzi.
Checkmarx One ndiyo enterprise-giredhi mukugona uye kuoma kwekushanda. Kugadzirisa nekugadzirisa kuri kuenderera mberi kunoda kushanda nesimba, uye modhi yemitengo yakagadzirirwa masangano makuru ane mapoka ekuchengetedza akazvipira. Kune zvikwata zvinoiongorora zvichienzaniswa nezvimwe zvishandiso zvekuongorora njodzi, ona peji re pamusoro SDLC zvishandiso zvekuchengetedza kuti uwane ruzivo rwakakura pamusoro pekuti inoenzaniswa sei mumamiriro ekuchengetedza maapplication.
Key Features:
- Kuongorora Nzira Inoshandiswa Kunobatanidza SCA kusasimba kwenzira dzekuita kodhi chaiyo kuti zvive zvakakosha
- SAST ichifukidza mitauro yakasiyana-siyana yekuronga mapurogiramu uye hurongwa
- SCA nekutevedzera marezenisi uye manejimendi enjodzi dzekutengesa
- DAST yekushanda kwewebhu panguva yekushanda uye kuongorora kukuvara kweAPI
- IaC kuongorora kukuvara kweTerraform, Kubernetes, uye CloudFormation
- Kutevedzwa kwemitemo munyika yese CI/CD pipelines nekutarisa kutevedzera mitemo yePCI-DSS, ISO 27001, NIST, uye OWASP
nezvayakaipira:
- Kugadziriswa kwakaomarara uye mari yekuchengetedza inoenderera mberi
- Mari yakawanda yakatarwa kune makuru enterprise bhajeti; hazvishandi zvakanyanya kuzvikwata zvidiki zveDevSecOps
- Mazano ekugadzirisa anobatsirwa neAI anoda kusimbiswa nemaoko; kwete otomatiki semamwe maturusi ekuongorora matambudziko ari kukwikwidzana
- Nzira yakadzika yekudzidza yezvikwata zvisina vashandi vakazvipira vekuchengetedza maapplication
Zvakanakisa zve: guru enterprises uye masangano anotongwa nemutemo ane mapoka ekuchengetedza akazvipira anoda chishandiso chakabatana chekuongorora njodzi cheAppSec chine mishumo yakadzika yekutevedzera mitemo uye kusimbisa mitemo.
Mutengo: Enterprise mitengo kana yakumbirwa. Inowanzo shandiswa pasi pehuwandu kana enterprise zvibvumirano zvemarezinesi.
10. Veracode
Overview: veracode chiri enterprise chikuva chekuchengetedza maapplication chinosanganisa static analysis, dynamic testing, uye software composition analysis mu software scanning tool inotungamirirwa nekutevedzera mitemo. Inozivikanwa nekutevera kwayo ma audit trails, kusimbisa mitemo, uye hutungamiriri, zvichiita kuti ive sarudzo yakavimbika mumaindasitiri anotongwa nemutemo uko kuratidza kukura kwechirongwa chekuchengetedza kune vaongorori nevatengi chinhu chinodiwa.
Kugona kweVeracode kuongorora njodzi kwakasimba mukati mepuratifomu yayo asi kunochinja-chinja zvishoma kunze kwayo. Kuisa kwayo pakutanga hakusanganisire EPSS kana kuongorora kugona kusvika, zvichiita kuti zviome kusiyanisa ruzha nenjodzi chaiyo zvichienzaniswa nezvishandiso zvemazuva ano zvekuongorora njodzi. Kuti uwane rumwe ruzivo nezvenyaya iyi, tarisa mamiriro acho ezvinhu. nzira dzekuedza kuchengetedzwa kwezvishandiso, iyo link inofukidza mamiriro akakura ekuyedza.
Key Features:
- SAST yekuongorora zvikanganiso zvemakodhi emunhu mumitauro yakawanda
- SCA kuona kushaya simba uye njodzi dzemarezinesi mukushandiswa kwenzvimbo dzakavhurika
- DAST yekuedza kuchengetedzeka kwekushanda kwemawebhu akashandiswa panguva yekushanda
- Kutevedzwa kwemitemo uye mishumo yekutevedzera mitemo zvinoenderana nePCI-DSS, HIPAA, NIST, uye SOC 2
- Kubatanidzwa ne CI/CD pipelines and enterprise maturusi ebudiriro
nezvayakaipira:
- Hapana EPSS kana ongororo yekugona kusvika panzvimbo yakakodzera yekutarisa kuchengetedzeka kwakavakirwa pakushanda kwenguva yakatarwa
- Hapana kuonekwa kwemalware panguva chaiyo kana dziviriro yekutyisidzira kwekutengesa zvinhu
- Dhizaini yakatarisana nepuratifomu inoderedza kushanduka kwekubatanidzwa kunze kweVeracode ecosystem
- Mutengo wakakwira une mutengo wepakati wezvibvumirano unenge $18,633 pagore; hapana mitengo yakajeka yekuzvishandira wega
Zvakanakisa zve: Yakagadziriswa enterprisevanoda mishumo yekutevedzera mitemo yakagadzirira kuongororwa uye mashandiro ekutonga senzira huru yekuongorora hurongwa hwavo hwekusagadzikana kwekushandisa.
Mutengo: Kukosha kwepakati kwechibvumirano kunosvika $18,633 pagore zvichibva padata rekutenga kwevatengi. Mitengo yakatarwa inodiwa; hapana mitengo yakajeka yekuzvishandira.
Zvinhu Zvikuru Zvekutsvaga muVulnerability Scanning Tools
Kupamhama kwekufukidza kwekuongorora. Musiyano unowanzoonekwa pakati pezvishandiso zvekuskena njodzi ndewekuti ndeupi SDLC Zvikamu zvavanofukidza. Chishandiso chinongoongorora kodhi yekodhi chinopotsa mashandiro enguva yekumhanya. Chishandiso chinongoongorora zvivakwa zve network chinopotsa matambudziko ekushandisa-chikamu. Kunzwisisa kuti ndeapi matanho anofukidza chishandiso chega chega chekuskena matambudziko kunodzivirira kuvimba kwenhema mukufukidza chikamu.
Hunhu hwekuisa zvinhu pakutanga. Kuverengwa kweCVE isina kunyorwa hakugone kuteverwa. Tsvaga maturusi ekuongorora kukuvara anosefa nekushandisa, kuongorora kugona kusvika, EPSS scores, internet exposure, uye business condition. Chinangwa ndechekuona huwandu hushoma hwezvakawanikwa zvinomiririra njodzi chaiyo, yekukurumidza pane kufungidzira.
Kugona kugadzirisa. Zvishandiso zvekuongorora matambudziko zvinongoona matambudziko chete zvinoendesa mabasa ese ekugadzirisa kune vanogadzira. Zvishandiso zvinopa mazano ekugadzirisa akachengeteka, anonzwisisa mamiriro ezvinhu, maPR ega, kana kugadzirisa kamwe chete kubva ku dashboard kuderedza nguva yepakati yekugadzirisa. MTTR muAppSec ndiyo nzira inoparadzanisa maturusi ekuongorora njodzi anovandudza mamiriro ekuchengetedza kubva kune ayo anongovandudza mishumo chete.
CI/CD kubatanidzwa nekutevedzwa kwemutemo. Pane musiyano unoshanda pakati pechishandiso chekuongorora njodzi chinotaura zvakawanikwa uye chinogona kuvharira pull request kana kukundikana pipeline kuvaka kana paine dambudziko guru rakawanikwa. Kugona kusimbisa mutemo kunoshandura kuongorora dambudziko kubva pakupa mazano kuenda pakudzivirira.
Mwero wenhema wekuti munhu awane chirwere. Kuneta nekuchenjerera ndicho chimwe chezvikonzero zvikuru zvinoita kuti zviwanikwa zvekutadza kugadziriswa zvisagadziriswe. Mwero wepamusoro wekunyepa unoderedza kuvimba kwevagadziri muzvishandiso zvekuongorora kutadza uye zvinoita kuti matambudziko echokwadi araswe. Data reOWASP Benchmark rinopa kuenzanisa kweFake Positive Rate kwechokwadi. SAST zvishandiso zviripo.
Kuronga kutevedza mitemo. Kune zvikwata zviri pasi pezvinodiwa nemutemo, zvishandiso zvekuongorora njodzi zvinobatanidza zvakawanikwa kuNIST, CIS, ISO 27001, SOC 2, PCI-DSS, kana OWASP frameworks dzinoita kuti kugadzirira kwekuongorora kurambe kuchienderera mberi kwete nguva nenguva.
Maitiro Ekusarudza Zvishandiso Zvakakodzera Zvekuongorora Vulnerability
Kana uchida kuskena kukuvara kwakazara uchishandisa automated remediation: Xygeni inofukidza chikamu chega chega kubva pakodhi uye zvinoenderana nenguva yekumhanya, IaC, zvakavanzika, uye pipelines muchishandiso chimwe chete chekuongorora njodzi, neAI AutoFix yakasimbiswa kuti ichengetedzeke uye hapana mutengo wechigaro chimwe nechimwe.
Kana uchida kubatanidzwa kweAppSec nedeveloper-first pamutengo wakaderera: Aikido inopa ruzivo rwakakura rwekuongorora njodzi munzvimbo dzakasiyana-siyana SCA, SAST, midziyo, IaC, uye chimiro chegore muchimiro chinobatsira vagadziri vemitambo chakakodzera zvikwata zvidiki.
Kana chirongwa chako chikuru chiri chezvivakwa uye kuongorora kukuvara kwenetwork: Tenable, Rapid7 InsightVM, uye Qualys ndiwo maturusi ekuongorora matambudziko akanyanya kukura emapoka ekuchengetedza eIT anotarisira nzvimbo dzakakura dzezvivakwa zvakasanganiswa, imwe neimwe iine simba rakasiyana mumuenzaniso wekuisa zvinhu pakutanga uye kubatanidzwa kwebasa.
Kana kuonekwa kwekunze kwekurwisa kuri iko kunonyanya kukosha: CyCognito inopa kugona kwekuongorora njodzi dzekunze kwakazvimirira, kuwana nekuyedza zvinhu zvisingazivikanwi izvo maturusi ekare ekuongorora njodzi asingawanikwe zvachose.
Kana kutevedzera hunhu hwekodhi uye mishumo yemitemo zvichikonzera kuticision: Kiuwan inopa mitauro yakawanda SAST ine mapping yakadzama yekutevedzera mitemo. Veracode neCheckmarx One zvinopa AppSec vanongororwa zvakanyanya nekudzika kweruzivo rwekuchengetedzwa kwenharaunda. enterprise utongi.
Kana application yewebhu uye kuchengetedzeka kweAPI kuri iko kwakakosha: Acunetix chishandiso chekuongorora matambudziko cheDAST chakanyatsogadzirwa, chakagadzirirwa zvinhu zvinotarisa pawebhu, chinoshandiswa zvakanyanya sechikamu chehunyanzvi mukati mechirongwa chakakura.
Final Thoughts
Zvishandiso zvekuongorora njodzi zvinosiyana zvakanyanya mumashoko azvo chaiwo, kuti zvinonyatsoona sei matambudziko chaiwo, uye kuti zvinobatsira sei mapoka kugadzirisa zvavanowana. Chishandiso chekuongorora njodzi chinofukidza nhanho imwe chete chinopa dziviriro imwe chete. Chishandiso chinogadzira zviuru zvezvakawanikwa pasina kuisa zvinhu pakutanga chinowedzera basa pasina kuderedza njodzi.
Kune zvikwata zvinoda kuongororwa kwakazara kwenjodzi padanho rega rega re SDLC, ine kunyatsojeka kwekuona kwakabudiswa, kugadziriswa kwakachengeteka kunotungamirirwa neAI, uye maonero akabatana enjodzi anotarisa pfungwa pa1 muzana yakakosha yezviwanikwa, Xygeni inopa chishandiso chakazara chekuskena njodzi muna 2026 sechikamu chepuratifomu yayo yakabatana inoshandisa AI-powered AppSec.
Xygeni inopa imwe yemapuratifomu akanyanya kukwana ekuskena vulnerability muna 2026, ichisanganisa kuskena vulnerability, ASPM, software supply chain security, kugadziriswa kweAI-powered, AI Security, uye DevSecOps otomatiki mune imwe mhinduro.
FAQ
Ndeupi mutsauko uripo pakati pekusagona kutarisisa uye kuyedza kupinda?
Kuongororwa kwenjodzi inzira inoshandiswa otomatiki inoshandisa maturusi ekuongorora njodzi kuti ione kusasimba kunozivikanwa mumasisitimu, kodhi, uye zvivakwa. Kuongororwa kwekupinda munjodzi inzira inoshandiswa nemaoko kana semi-otomatiki apo nyanzvi dzekuchengetedza dzinoedza kushandisa kushaya simba kuti dziongorore njodzi chaiyo. Maturusi ekuongorora njodzi anopa kufukidza kwakakura nguva dzose; kuyedzwa kwekupinda munjodzi kunopa kusimbiswa kwakadzama kwezviitiko zvekurwiswa. Zvese zvinodiwa muchirongwa chekuchengetedza chakakura.
Ndeupi mutsauko pakati SAST uye maturusi ekuongorora njodzi eDAST?
SAST (Static Application Security Testing) zvishandiso zvekuskena hutachiona zvinoongorora kodhi yekodha pasina kushandisa application, zvichiratidza hutachiona panguva yekugadzira. Zvishandiso zvekuskena hutachiona zveDAST (Dynamic Application Security Testing) zvinoongorora hutachiona kubva kunze, zvichitevedzera kurwiswa chaiko kuti zviwane hutachiona hunongoonekwa panguva yekumhanya. Chirongwa chakakwana chekuskena hutachiona chinosanganisira zvese, pamwe chete nekuskena kwekuvimbika, IaC ongororo, uye kuona zvakavanzika.
Zvishandiso zvekuongorora njodzi zvinotanga sei kukosha pane zvakawanikwa?
Zvishandiso zvekutanga zvekuongorora njodzi zvinogadzirisa kuwanikwa kwezviwanikwa zvichienderana neCVSS severity score. Zvishandiso zvepamusoro zvinosanganisira EPSS scores zvinoratidza mukana wekushandiswa, ongororo yekusvikika inoona kana vulnerable code ichinzi muapplication yako, kukosha kwezvinhu uye mamiriro ebhizinesi, uye mamiriro einternet exposure. Kusanganiswa kwezviratidzo izvi kunoderedza huwandu hwezviwanikwa zvinogona kuitwa zvakanyanya zvichienzaniswa nekuronga severity.
Ndeipi chishandiso chekuongorora njodzi chine kunyatsojeka kwekuona?
For SAST kunyanya, OWASP Benchmark Project inopa standarddata rechokwadi rakagadziriswa. Xygeni yakawana 100 muzana True Positive Rate ne16.7 muzana False Positive Rate, iyo inonyanya kuburitswa pakati pezvishandiso zvekuongorora njodzi. Snyk Code yakawana 97.18 muzana TPR ne34.55 muzana FPR, uye Semgrep yakawana 87.06 muzana TPR ne42.09 muzana FPR.
Chii ASPM uye zvine chekuita sei nezvishandiso zvekuskena njodzi?
Application Security Posture Management (ASPM) inobatanidza zvakawanikwa kubva kumaturusi akawanda ekuongorora njodzi, kusanganisira SAST, SCA, DAST, IaC ma scanner, uye maturusi evamwe, kupinda munjodzi yakabatana dashboardPane kugadzirisa zvakawanikwa zvakasiyana pane zvishandiso zvekuongorora njodzi zvisina kubatana, ASPM Inozvibatanidza nemidziyo, mamiriro ebhizinesi, uye kushandiswa kwayo kuti ione njodzi dzinonyanya kukosha. Xygeni's ASPM layer inoderedza huwandu hwekuzivisa kusvika ku90 muzana kuburikidza nefunnel yayo yekuisa zvinhu pakutanga.
Ndezvipi zvishandiso zvekuongorora njodzi zvinotsigira kugadziriswa kweAI-powered?
Mamwe maturusi ekuongorora matambudziko ava kushandisa AI anosanganisira kugona kugadzirisa matambudziko nekukurumidza. Xygeni inopa AI AutoFix neRemediation Risk Analysis kuti igadzire zvigadziriso zvinoenderana nemamiriro ezvinhu uye kuongorora shanduko dzinogona kuitika dzisati dzashandiswa. Mamwe mapuratifomu, anosanganisira Veracode Fix, Aikido, uye GitHub Advanced Security, anopawo maficha ekugadzirisa matambudziko anobatsira kuderedza kushanda nesimba nemaoko uye kukurumidzisa kugadzirisa matambudziko.
Ndezvipi zvishandiso zvekuongorora njodzi zvinotsigira DevSecOps?
Maturusi mazhinji emazuva ano ekuongorora njodzi akagadzirirwa zvakananga mafambisirwo emabasa eDevSecOps. Mapuratifomu akadai seXygeni, Aikido, Checkmarx One, Veracode, uye Kiuwan anobatanidzwa zvakananga nenzvimbo dzekuchengetedza makodhi esource, CI/CD pipelines, maIDE, uye pull request mafambisirwo ebasa. Zvishandiso izvi zvekuongorora matambudziko zvinobatsira zvikwata zvekuvandudza nekuchengetedza kuona matambudziko aripo pakutanga, kugadzirisa matambudziko otomatiki, kusimbisa mitemo yekuchengetedza, uye kuchengetedza software nguva dzose mukati menguva yese. SDLC.
