Your SAST scanner yaratidza matambudziko 847 ekukurumidza uku. SCA Chishandiso chakawedzera mamwe mazana matatu negumi nemaviri. Chinoongorora zvakavanzika chako chakawana mikana yekusangana nevanhu makumi mana nematatu mumarepositori mana. Uye pane imwe nzvimbo muunganidzwa wezvakawanikwa zvinopfuura chiuru nemazana maviri (1,200+) pane dambudziko guru riri kushandiswa musango pari zvino. Iri idambudziko reAppSec alert fatigue. Uye harisi dambudziko rekuona.
Zvikwata zvakawanda hazvina dambudziko rekuona. Zvine dambudziko rekuona zvinhu zvakakosha. Pasina mamiriro ezvinhu, yambiro yega yega inoita seinoda kukurumidza, saka hapana kana imwe yadzo inonzwa ichida kukurumidza kuita chimwe chinhu nekukasika.
Musiyano uripo pakati pekuona nekuisa zvinhu pakutanga ndipo panobuda njodzi dzechokwadi.
Gwaro iri rinotsanangura kuti sei kuneta kunoitika panguva yekusvinura, zvinodhura sei, uye nzira dzakakosha dzekuderedza kuneta pasina kuderedza kuchengetedzeka.
Chii Chinonzi AppSec Alert Kuneta (uye Nei Kuri Kutowedzera Kuipa)?
Kuneta kweAppSec yekuchenjerera ndiko mamiriro apo mapoka ekuchengetedza nekusimudzira anoremerwa nehuwandu hwezvakawanikwa zvekuchengetedza zvekuti kugona kwavo kupindura zvinobudirira kunoderera. Kana zvese zvikanyorwa se "zvakakosha," hapana chinoita sekunge chiri kukurumidza. Kutyisidzira chaiko kunovigwa neruzha.
Hukuru hwedambudziko hwakakosha. Zvichienderana ne Mushumo wekuchengetedzwa kwemamiriro ekushandisa we2025 kubva kuCypress Data Defense, 62% yevatungamiriri vekuchengetedza vakatumira mafomu ekunyorera akachengeteka vachiziva kuti asvike panguva yakatarwa, kwete nekuti vaisaziva nezvematambudziko acho, asi nekuti vaisakwanisa kukurumidza kuita chimwe chinhu. Mushumo weAI SOC Market Landscape 2025 inoisa avhareji yehuwandu hwenyevero pa960 pazuva kumasangano epakati, ichikwira kusvika 3,000+ mu enterpriseine vashandi vanopfuura 20,000.
AppSec inonyanya kukonzera dambudziko nekuda kwezvinhu zvitatu zvemaumbirwo:
Chishandiso chakapararira. Mapoka ekuchengetedza anoshandisa maturusi akawanda haana mamiriro akafanana pakati pavo. "Chinhu chakakosha" mukushandisa kwako SCA chishandiso uye "chinonetsa" mune yako IaC scanner inowira mumutsara mumwe chete usina hukama. Zvinoenderana ne Mushumo waDevo wegore ra2025 wekuti “Evolution to an Alertless SOC”, 83% yevashandi veSOC vanoremerwa nehuwandu hwenyevero, manyepo, uye kushaya ruzivo rwekuchenjerera, uye 84% yemasangano anotaura kuti vaongorori vanoongorora zviitiko zvakafanana vasingazive kakawanda pamwedzi.
Kuisa zvinhu pakutanga paCVSS. Zvibodzwa zveCVSS zvinoyera kuoma kwenjodzi, kwete mukana wekushandiswa zvisina kunaka. CVE ine 9.8 (yakakosha) inogona kunge isina mukana wekuti irwiswe mumazuva makumi matatu anotevera. Kugadzirisa dambudziko iri pamberi peCVE ine 6.5 yakashandiswa zvisina kunaka muhondo yemusango kunopedza nguva yekugadzira uye kunoita kuti pave nepfungwa yenhema yekufambira mberi.
Hapana mamiriro ekushanda. Kusava netariro mukutsamira pakushandisa chinhu chinosiyana zvikuru kana kutsamira ikoko kuri painternet kana kushanda mu internal dev tool, kana basa rekutsamira richinzi vs. rakatorwa asi risingashandiswe, kana kana zvidzoreso zvekutsinhana zviripo kare munharaunda. Zvishandiso zvisingabatanidzi mamiriro aya zvinoburitsa yambiro imwechete "yakakosha" zvisinei.
Mugumisiro: kusvika ku53% yezviziviso zvekuchengetedza ndezvenhema, zvichienderana ne2024 Devo SOC Performance Report. Mapoka einjiniya anodzidza kuregeredza ruzha, uye kutyisidzira chaiko kunobuda.
Mutengo Chaiwo Wekunzwa Kuneta
Kuneta kana wakangwarira hakusi dambudziko. Kunokonzeresa kusashanda zvakanaka.
Kana vaongorori vakawandisa, vanogadzira nzira dzekugadzirisa dambudziko: kuyera zvichienderana nekuoma kwezvishandiso panzvimbo pengozi chaiyo, kunongedzera zvakawanikwa kusprint inotevera nekusingaperi, kuvhara zviziviso sekuti "hazvigadzirise" kuti vabvise kusaririra, kana kungomira kuti vatarise mumutsara. Mushumo mumwe chete weDevo unosimbisa kuti 84% yevaongorori vemasangano vari kutevedzera basa rekuferefeta vasingazive, mhedzisiro yakananga yekushandiswa kwezvishandiso zvisina hukama pasina kubatana.
Migumisiro inotevera:
- Chikwereti chekuchengetedza chinoungana. Kuwanikwa kwese kunononoka kunoitika pasina kuchengetedzeka kunoramba kuri pachena apo varwisi vanotsvaga.
- Vagadziri havavimbi nemashandisirwo emidziyoKana zvishandiso zvekuchengetedza zvikaramba zvichiratidza zvinhu zvisiri zvechokwadi, vagadziri vanorega kuona zvakawanikwa sezvingaitwa. "Mhumhi inochema yekuchengetedza" inova dambudziko retsika rinonetsa kugadzirisa.
- Nguva yepakati yekugadzirisa inowedzera. IBM Mutengo we2025 weMushumo weKutyorwa kweData Zvinoisa avhareji yemari yepasi rose yekutyorwa kwedata pamadhora mamiriyoni mana nemazana mana emadhora ($4.4M), nekudzikira kwe9% mugore rapfuura zvichikonzerwa nekukurumidza kuzivikanwa nekudzora data zvichikonzerwa neAI. Mapoka akanonoka nekuda kwekuneta kwemaziso anosiya mukana iwoyo chaiwo.
- Kuneta kwechikwata. The Chidzidzo cheVashandi veISC2 cheCybersecurity che2025, zvichibva panyanzvi dzekuchengetedza makombiyuta dzinosvika 16,029 pasi rose, dzakaona kuti 48% vanonzwa kuneta nekuedza kuramba vachiziva nezvenjodzi netekinoroji itsva, uye 47% vanoti vanonzwa kuremerwa nebasa.
Chii Chinochinja Kana Ukawedzera Chinyorwa
Mapurogiramu mazhinji eAppSec anokundikana panguva imwe chete: pakati pekuona nekutarisa zvinhu zvakakosha. Ma scanner anoona zvese. Hapana chinokuudza zvekugadzirisa kutanga.
Apa ndipo chaipo panotarisa Xygeni pakugadzira kwayo, uye musiyano uripo pakati pechikwata chiri kunyura muzviziviso nechikwata chiri kushanda kubva mumutsara uko zvese zvawanikwa zvakakodzera kutevedzera.
| Pasina Chinyorwa | NeXygeni | |
|---|---|---|
| Vhoriyamu yekuzivisa | Zviuru pavhiki | Yaderedzwa kusvika pane zvinogoneka kuitwa |
| Prioritization | Kuomarara kweCVSS chete | EPSS + kugona kusvikika + kukanganisa bhizinesi |
| triage | Manual, pachinhu chimwe nechimwe | Yakabatana otomatiki, yakabatana muzvishandiso zvakasiyana-siyana |
| Mafungiro enhema | Kusvika ku52% yezvakawanikwa | Yakasefetwa vasati vasvika pamutsetse |
| Mhedzisiro | Mainjiniya eruzha haateereri | Mainjiniya ezviratidzo anoshanda |
Kuneta kweAppSec Alert Pipeline: Kwakavhurika Matimu
Zvikwata zvakawanda zvinoparara padanho rimwe chete. Kwete pakuona, zvishandiso zvavo zvinoona zvakawanda. Pamusiyano uripo pakati pekuona nekuonacisiyo mugadziri anogona kuita nayo.
Tsvaga → Batanidza → Isa Zvinokosha → Gadzirisa → Monitor
Danho rega rega riri kuruboshwe rwe "Prioritize" rinobatsirwa zvakanaka nemidziyo iripo. Danho rega rega riri kurudyi ndipo panowanikwa zvinhu zvinogadziriswa kana kuti zvinova zvisaririra. Dambudziko rinogara riri pakati: kuwirirana uye kuisa zvinhu pakutanga pasina mamiriro ezvinhu kungogadzirisa ruzha.
Nzira shanu dziri pazasi dzinotaura nezvedanho rega rega reizvozvo pipeline zvakananga.
Maitiro Mashanu Ekuderedza Kuneta KweAppSec Alert
1. Tsiva CVSS-Only Prioritization neEPSS + Reachability
CVSS inokuudza kuti kushaya simba kwakanyanya sei mudzidziso. Haikuudze kana paine ari kuishandisa, kana kuti application yako yakatofumurwa.
EPSS (Sisitimu yeKufungidzira Kushandiswa), inochengetwa neFIRST, inokupa chibodzwa chezuva nezuva cheCVE yega yega, mukana wekuti njodzi iyi ishandiswe musango mumazuva makumi matatu anotevera ndewei? Ruzivo urwu rwunowanikwa pachena kuburikidza neAPI uye rwunovandudzwa zuva nezuva zvichibva paruzivo rwechokwadi rwekutyisidzira.
Mhedzisiro pahuwandu hwenyevero yakakura. Sekureva kwa Ruzivo rwemuenzaniso rweFIRST, nzira yekugadzirisa CVSS 7+ inoda kushanda nesimba pa57.4% yeCVE dzese kuti iwane 82% yematambudziko anoshandiswa. Nzira yakavakirwa paEPSS (threshold 0.1) inosvika 63% yekuvhara ne2.7% chete, nekuti inotarisa pane izvo varwisi veCVE vari kutarisisa.
Kuongorora kugona kwekushandisa ruzivo kunowedzera mhedzisiro yacho. Nekuongorora kana basa rekuchengetedzwa kwedata riri mu "dependency" richinzi riri munzira yekuita kodhi yako, kusefa kugona kwedata chete kunogona kuderedza. SCA zvakawanikwa kusvika ku80% pasina kuderedza njodzi chaiyo.
Pamwe chete, EPSS + reachability zvinoreva kuti mutsetse wako unowanikwa ne1-2% yezvakawanikwa zvinoda kutorwa nekukurumidza, kwete 57%.
Xygeni SCA inosanganisa ongororo yekushanda-level reachability ne live EPSS scoring kuti ibvise otomatiki zvakawanikwa zvisingawanikwe mu codebase yako kana kuti zvine mukana wekushandisa zvisina kunaka. Mafunnel ekuisa zvinhu pakutanga kweOSS shandisa sefa inofambira mberi, kuoma kwenjodzi, kushandiswa kwayo, kugona kusvika, kukanganisa bhizinesi, saka mutsara unoona timu yako une chete zvakawanikwa zvakakosha kuvanhucision. Ona mashandiro azvo →
2. Batanidza Zvakawanikwa Pamwe Chete Muzvishandiso Mukuona Njodzi Imwe Chete
Kupatsanurana kwezvishandiso chimwe chezvikonzero zvinokonzera kuneta kweAppSec. SAST zvakawanikwa zvinogara mune imwe dashboard, SCA mune imwe, uye IaC Kana zvikasagadziriswa zvakanaka muchikamu chechitatu, hapana nzira yekuzvibatanidza, hapana muenzaniso wekuoma kwakafanana, uye hapana pfungwa yakabatana yekuti kuratidzwa kwako chaiko chii.
Application Security Posture Management (ASPM) Inotarisa izvi nekushanda sechikamu chekubatanidza uye chekuisa zvinhu zvakakosha pane zvese zvishandiso zvako zvekuchengetedza. ASPM inogamuchira zvakawanikwa kubva kwauri SAST, SCA, maskena ezvakavanzika, IaC zvishandiso, uye DAST, zvinoburitsa zvakawanikwa nemidziyo yakawanda nezvedambudziko rimwe chete, zvinobatanidza zvakawanikwa mumidziyo yese kuti zvione njodzi dzakakomba (kuvimbana nenjodzi pamwe nechakavanzika chakafumurwa mubasa rimwe chete), uye zvinoshandisa mamiriro ebhizinesi akabatana, iro basa rinotarisana neinternet, rinobata ruzivo rwakavanzika, zviri mukugadzirwa vs. staging.
Kuisa zvinhu zvakakosha padanho repamusoro kuburikidza ASPM inoderedza ruzha rusina basa kusvika ku90%, zvichisiya zvikwata zvine mutsetse wakatarwa uye unoshanda panzvimbo perunyorwa.
Xygeni ASPM Inogamuchirawo zvakawanikwa kubva kumaturusi echitatu. Kana uine zvawanikwa kubva kuOWASP ZAP, Acunetix, TruffleHog, kana Trivy, Xygeni inogadzirisa uye inovabatanidza mumaonero akafanana enjodzi pamwe chete nemhedzisiro yayo yekuskena. Haufanire kutsiva toolchain yako iripo kuti uwane kuoneka kwakabatana, unotanga kuwana kukosha kwekubatana pazuva rekutanga. Rondedzero yakazara ye ma scanner ekunze anotsigirwa akanyorwa pano.
3. Wedzera Bhizinesi Remukati kune Zvese Zvakawanikwa
Kusava nenjodzi huru munzvimbo yemukati mebhizinesi uye kusava nenjodzi huru mubasa rekubhadhara rinotarisana neinternet hazvisi njodzi imwe chete. CVSS haizivi mutsauko. Injini yako yekuisa zvinhu pakutanga inofanira kudaro.
Zvimiro zvebhizinesi zvinofanira kuratidza kukosha kwechinhu chega chega:
- Kusangana neInternet: Basa iri rinogona kuwanikwa here kubva pa internet yeruzhinji? Dambudziko rinotarisana ne internet rine mukana wekuputika wakakwira zvakanyanya.
- Kunzwa kwedata: Basa iri rinobata here PII, data rezvemari, kana zvitupa? Kunzwa kwakanyanya kwedata kunowedzera mutengo wekutyora mutemo.
- Kugadzira vs. kusagadzira: Kusagadzikana mumaitiro ekugadzira kunoda maSLA ekugadzirisa nekukurumidza kupfuura ari mu dev kana staging.
- Kukosha kwepfuma: Iri ibasa guru rekubhadhara here kana kuti chishandiso chemukati chekunze? Kukosha kwebhizinesi kunochinja nekukurumidza.
- Kudzora muripo: Ko mitemo iripo (mitemo yeWAF, kupatsanurwa kwenetwork, zvirambidzo zvekuwana) yatove kuderedza kushandiswa kwezviwanikwa izvi here?
Kana zviyero izvi zvaiswa mumuenzaniso wako wekuisa zvinhu pakutanga, "critical" inomira kureva kuti "scan iyi yakaipa 9.8" uye inotanga kureva kuti "izvi zvinogona kushandiswa, zvinosvikika, zvinoshandiswa painternet, mukugadzirwa, uye mukubata data revatengi."
4. Chinja Mhinduro Kuruboshwe: Ipa Vagadziri Zvakawanikwa Panguva Yakakodzera
Kuneta kukuru kweAppsec Alert kunokonzerwa nekuchinja-chinja mamiriro ezvinhu. Mugadziri wepurogiramu akatumira kodhi mavhiki matatu apfuura uye zvino awana ruzivo rwekuchengetedza mutikiti haana kunzwisisa mamiriro ezvinhu ekodhi iyoyo. Triage inotora nguva yakareba, mitengo yefalse positive inokwira, uye kugadzirisa kwakaderera.
Kuchinja mhinduro dzekuchengetedza kuenda kuIDE nePR review, kunogadzirisa izvi kubva kwadzinobva. Vagadziri vanoona zvakawanikwa kodhi ichiri mundangariro yavo yekushanda. Mitengo yakanaka yenhema inodonha nekuti vagadziri vanogona kuona ipapo ipapo kana patani yakaratidzirwa iri dambudziko mukodhi yavo. Hunhu hwekugadzirisa hunovandudzika nekuti mugadziri anonzwisisa mamiriro acho ezvinhu. Nguva yepakati yekugadzirisa inoderera nekuti hapana chinoendeswa kune imwe queue yekuchengetedza yakasiyana.
Kushandiswa kunoshanda: ma IDE plugins anobuda pachena SAST zvakawanikwa zviri mumutsara sezvakanyorwa kodhi, PR inoongorora kuti geti rinobatana pazvakawanikwa zvitsva zvakakosha, uye pipeline mitemo inodzivisa kuparadzirwa kwezvakavanzika kana kuti zvinhu zvinotsamira panjodzi zvisati zvasvika pakugadzirwa.
Xygeni DevAI inoona zvakawanikwa zvekuchengetedza zvakananga muIDE yemugadziri, uye mazano ekugadzirisa akagadzirwa neAI akasimbiswa zvichienderana nemitemo yesangano rako, saka vagadziri vanogadzirisa matambudziko vasati vasvika padanho repamusoro. pipeline, kwete mushure mekunge vasvika pakuburitswa. Dzidza zvimwe →
5. Otomatiki Triage yeZviwanikwa Zvine Njodzi Dzishoma
Hazvisi zvese zvakawanikwa zvinoda kuongororwa nevanhu. Kusava netariro mukuyedzwa kusingamboshandiswe mukugadzirwa, chakavanzika chiri mudura rakatenderedzwa mwedzi mitanhatu yapfuura, kusagadziriswa zvakanaka munzvimbo yekuvandudza isina mukana wekunze, izvi zvakawanikwa zvinotora nguva yekuongorora pasina kuderedza njodzi zvine musoro.
Tsanangura mitemo yakajeka ye auto-triage: dzvanya otomatiki zvakawanikwa munzvimbo dze test/dev dziri pasi pe configurable severity threshold, vhara otomatiki zvakavanzika zvakatobviswa kana kutenderedzwa, bvisa (kwete kuregeredza) zvakawanikwa mu dependencies uko reachability analysis inosimbisa kuti default code path haidiwi, uye dzvanya manyepo anozivikanwa ane zvakanyorwa.
Chirevo chikuru: mitemo ye auto-triage inofanira kuongororwa uye kuongororwa nguva nenguva. "Takaidzvinyirira" inongogamuchirwa chete kana uchikwanisa kuratidza zvawakadzvinyirira, chikonzero, uye kuti de de rini.cision yakaongororwa kekupedzisira. Kudziviswa kwegumbeze kuti vanhu vasave mumutsara ndiko kunoita kuti kushaya simba chaiko kusashande zvakanaka.
Kuyera AppSec Alert Kuneta: MaMetric Matatu Akakodzera Kuteverwa
Haugone kuderedza zvausingayere. Zviyero zvitatu izvi zvinokupa hwaro hwekutanga uye nzira yekutevera kuvandudzwa:
Signal-kune-ruzha chiyero: ingani chikamu chezviziviso zvako chinogona kugadziriswa (chinoguma nekugadzirisa) zvichienzaniswa nechakavharwa senhema, hachigadzirise, kana kuti chakafanana? Chirongwa cheAppSec chine hutano chinotarisa 40%+ chinogona kugadziriswa. Kana uri pasi pe20%, maturusi ako ari kugadzira ruzha rwakawanda kupfuura chiratidzo.
Nguva yepakati yekuyera (MTTT): zvinotora nguva yakareba sei kubva pakuwana chinhu kusvika pakuita kuti munhu aite disposition decision? MTTT refu inowanzo ratidza vhoriyamu yakawandisa kana kuti mamiriro asina kukwana muyambiro pachayo.
Nguva yepakati yekugadzirisa (MTTR) kuti zviongororwe zvakakosha: kunyanya pazvakawanikwa, timu yako inobvumirana kuti zvinonyanya kukosheswa, inguva yakareba sei kubva pakuonekwa kusvika pakugadzirisa? Iyi ndiyo nzira inoenderana zvakananga nenjodzi yekutyorwa kwemutemo.
Maitiro eXygeni ekugadzirisa AppSec Alert Kuneta Kumagumo kusvika Kumagumo
Apa ndipo chaipo panowanikwa matambudziko akawanda muzvirongwa zveAppSec. Uye ndipo panonyanya kukanganiswa neXygeni pakugadzira kwayo.
Kuneta kweAppSec Alert idambudziko repuratifomu. Maturusi epoinzi anogadzira ruzha nekuti haana mamiriro ezvinhu. Mamiriro ezvinhu anoda hukama pakati pematurusi, masaini ekushanda, data remhedzisiro yebhizinesi, uye hungwaru hwekushandiswa, uye izvo zvinoda puratifomu yakabatana.
| Dambudziko | Kugona kweXygeni | Impact |
|---|---|---|
| Kuisa zvinhu zvakanyanya kukosha kunokonzereswa neCVSS | SCA neEPSS scoring + reachability | Anoderedza SCA mudungwe kusvika ku80% |
| Zvakawanikwa zvakapatsanurwa pazvishandiso | ASPM nekubatana kwezvikamu zvakasiyana | Kusvika ku90% kuderedza ruzha |
| Hapana mamiriro ebhizinesi | Zvinhu zviri mudura rezvinhu + kuyera kukosha kwezvinhu | Zvakawanikwa zvakarongwa zvichienderana nemhedzisiro chaiyo yebhizinesi |
| Kuchinja-chinja kwemamiriro ezvinhu emugadziri | Kubatanidzwa kweDevAI IDE | Kugadziriswa panguva yekunyora, kwete panguva yetikiti |
| Kuongororwa kwezviwanikwa zvine njodzi shoma nemaoko | Maitiro ekugadzira otomatiki + mitemo ye auto-triage | Mainjiniya anonyanya kutarisa pa decismaion anokosha |
| Zvinhu zvakanaka zvenhema kubva SAST | AI-yakafambiswa SAST ne16.7% yeFPR | Chiratidzo chinotungamira muindasitiricision |
Xygeni's SAST yakaenzaniswa ne Chiratidzo cheOWASP uye yakawana chiyero chechokwadi che100% chechokwadi muzvikamu zvese zvikuru zvekusagadzikana nechiyero chenhema che16.7%. Kushomeka kwenhema panobva kunoreva ruzha rushoma mukati mese. pipeline.
Final Thoughts
Kuneta nemaziso hakusi chiratidzo chekuti timu yako iri kukundikana. Chiratidzo chekuti maturusi ako ari kukonzera ruzha rwakawanda kupfuura chiratidzo, iro riri dambudziko rinogadziriswa.
Matimu anobuda mazviri haazviiti nekuwedzera hunyanzvi hwavo hwekutsvaga zvinhu. Vanozviita nekuvandudza modhi yavo yekuisa zvinhu pakutanga: kuwedzera EPSS uye kugona kusvika padanho rekutiza. SCA, kubatanidza zvakawanikwa kuburikidza ASPM, kuisa mamiriro ezvinhu mune imwe neimwe yambiro, uye kushandura mhinduro dzinosiyiwa kuitira kuti vagadziri vagadzirise matambudziko asati awanda.
Chinangwa hachisi chekuzivisa vanhu vashoma. Mutsetse wenyaya apo nyevero yega yega inopona inomiririra njodzi chaiyo inokodzera munhu.cision.
👉 Tanga kuedza kwako kwemahara uye tarisa chete panjodzi dzinokosha, tarisa mhinduro mumaminitsi, hapana kadhi rechikwereti rinodiwa.
👉 Bhuka demo uye ona sei ASPM mamepu kune yako chaiyo maturusi stack uye chimiro chechikwata.
Pamusoro Author
Co-Muvambi & CTO
Fatima Said inonyanya kugadzira zvemukati zvevagadziri veAppSec, DevSecOps, uye software supply chain securityAnoshandura zviratidzo zvekuchengetedza zvakaoma kuita gwara rakajeka, rinoshanda rinobatsira zvikwata kuti zvitange nekukurumidza, kuderedza ruzha, uye kutumira kodhi yakachengeteka.
