{"id":998791,"date":"2026-10-26T14:25:45","date_gmt":"2026-10-26T11:25:45","guid":{"rendered":"https:\/\/www.morten.com.tr\/?p=998791"},"modified":"2026-10-26T15:52:07","modified_gmt":"2026-10-26T12:52:07","slug":"aimo-ile-splunk-entegrasyonu","status":"publish","type":"post","link":"https:\/\/www.morten.com.tr\/en\/aimo-ile-splunk-entegrasyonu\/","title":{"rendered":"AIMO ile Splunk Entegrasyonu"},"content":{"rendered":"
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Yazar:\u00a0 G\u00f6kay Can | Ankara – A\u011f ve G\u00fcvenlik Uzman Yard\u0131mc\u0131s\u0131<\/strong><\/p>

AIMO ile Splunk Enterprise Securtiy: Tahmin de\u011fil, runtime ke\u015fif<\/strong><\/h5>

Advisor I ES i\u00e7erik ke\u015ffi<\/p>

Builder I Yeni Correlation<\/p>

MCP I Runtime ke\u015fif\u00a0<\/p>

Read-only I Human-in-the-loop<\/p>

\"\"Splunk Enterprise Security\u2019te i\u00e7erik m\u00fchendisli\u011fi \u00e7o\u011fu zaman ayn\u0131 iki soruya tak\u0131l\u0131r:
Bu use-case i\u00e7in ortamda zaten uygun bir ES i\u00e7eri\u011fi var m\u0131?
Yoksa yeni bir correlation\u2019\u0131 ES ekran\u0131ndaki alanlar eksiksiz doldurulacak \u015fekilde nas\u0131l tasarlar\u0131z?
Tahmine dayal\u0131 chatbot yan\u0131tlar\u0131 burada yeterli de\u011fil. Index, sourcetype ve field isimleri kurulumdan kuruluma de\u011fi\u015fir. Ayn\u0131 g\u00fcvenlik \u00fcr\u00fcn\u00fc farkl\u0131 Splunk ortamlar\u0131nda farkl\u0131 teknik kar\u015f\u0131l\u0131klarla tutulur. Bu y\u00fczden \u201c\u00f6rnek SPL\u201d ile \u201c\u00fcretimde uygulanabilir ES i\u00e7eri\u011fi\u201d aras\u0131nda ciddi bir bo\u015fluk olu\u015fur.
AIMO + Morten Splunk AI Security Content Engineer, bu bo\u015flu\u011fu kapatmak i\u00e7in Splunk Enterprise Security\u2019ye MCP \u00fczerinden ba\u011flanan bir yapay zek\u00e2 katman\u0131 olarak konumlan\u0131r. Ama\u00e7 AIMO\u2019nun ortam hakk\u0131nda varsay\u0131m \u00fcretmesi de\u011fil; ger\u00e7ek instance \u00fczerindeki index, sourcetype, field, alert ve detection bilgilerini okuyarak do\u011frulanm\u0131\u015f \u00f6neriler sunmas\u0131d\u0131r.<\/p>

Mant\u0131ksal kaynak se\u00e7ilir, teknik e\u015fle\u015fme runtime\u2019da bulunur.<\/strong><\/p>

Uygulamada Cisco ISE, Cisco Secure Firewall, Windows Security, Active Directory ve DHCP yaln\u0131zca mant\u0131ksal veri kayna\u011f\u0131 olarak se\u00e7ilir. Ger\u00e7ek index \/ sourcetype \/ field e\u015fle\u015fmeleri sabit kodlanmaz; AIMO bunlar\u0131 yap\u0131land\u0131r\u0131lm\u0131\u015f Splunk MCP tool\u2019lar\u0131 ile runtime\u2019da ke\u015ffeder.
Bu ayr\u0131m kritiktir: yard\u0131mc\u0131n\u0131n yetkisi \u201changi g\u00fcvenlik yeteneklerine bakabilece\u011fi\u201d ile s\u0131n\u0131rlan\u0131r; teknik \u015fema ise canl\u0131 ortamdan okunur.<\/p>

\u0130ki \u00e7al\u0131\u015fma modu, tek y\u00f6netim ilkesi: read-only<\/strong><\/p>

Existing ES Content Advisor<\/strong>
Yeni detection yazmadan \u00f6nce ES\u2019te kullan\u0131labilecek i\u00e7erik olup olmad\u0131\u011f\u0131n\u0131 ara\u015ft\u0131r\u0131r. AIMO \u00f6nce se\u00e7ilen kayna\u011f\u0131n Splunk kar\u015f\u0131l\u0131\u011f\u0131n\u0131 ke\u015ffeder; ard\u0131ndan detection, saved search, data model ve ilgili content paketlerini inceler.
\u00c7\u0131kt\u0131 yaln\u0131zca \u201cvar \/ yok\u201d de\u011fildir. Content ad\u0131, uygulamas\u0131, etkinlik durumu, ba\u011f\u0131ml\u0131l\u0131klar, veri gereksinimleri ve manuel aktivasyon yolu da birlikte gelir. Ayn\u0131 use-case i\u00e7in gereksiz duplicate correlation yaz\u0131lmas\u0131n\u0131n \u00f6n\u00fcne ge\u00e7mek i\u00e7in tasarlanm\u0131\u015ft\u0131r.
Correlation Builder<\/strong>
Haz\u0131r ES i\u00e7eri\u011fi yeterli de\u011filse devreye girer. AIMO se\u00e7ilen kaynaklar\u0131n ger\u00e7ek alanlar\u0131n\u0131 ve event yap\u0131s\u0131n\u0131 MCP \u00fczerinden ke\u015ffeder, gerekli SPL\u2019i read-only test eder ve Enterprise Security\u2019nin event-based detection ekran\u0131ndaki alanlar\u0131 doldurulabilir bi\u00e7imde \u00fcretir.
Kapsam yaln\u0131zca SPL ile s\u0131n\u0131rl\u0131 de\u011fildir: detection type, name, app, UI dispatch context, security domain, description, guided\/manual mode, search SPL, analyst queue, intermediate finding \/ finding, threat objects, drill-downs, MITRE ATT&CK annotations, earliest\/latest, cron schedule, conditions, throttling, adaptive response \/ RBA \u00f6nerisi ve initial status dahil alanlar ele al\u0131n\u0131r. Gerekli olmayan alan a\u00e7\u0131k\u00e7a Leave blank olarak i\u015faretlenir; ilk durum OFF \u00f6nerilir.
Kullan\u0131c\u0131 ES taraf\u0131nda Test \u2192 Preview \u2192 Validate \u2192 Tune ad\u0131mlar\u0131n\u0131 tamamlad\u0131ktan sonra detection\u2019\u0131 kendisi etkinle\u015ftirir.
Her iki modda da kural ayn\u0131d\u0131r: AIMO create, enable, disable veya delete yapmaz. De\u011fi\u015fiklik insan onay\u0131yla, manuel uygulan\u0131r.<\/p>

Bounded discovery: b\u00fcy\u00fck content listelerini modele ta\u015f\u0131mak yerine daraltmak<\/strong><\/p>

Laboratuvar testlerinde AIMO, Splunk s\u00fcr\u00fcm\u00fcn\u00fc ve g\u00fcvenlik veri kaynaklar\u0131n\u0131 MCP \u00fczerinden do\u011frulayabildi. \u00d6rne\u011fin Cisco Secure Firewall taraf\u0131nda ger\u00e7ek sourcetype\u2019lar\u0131 ve ortamda bulunan event hacmini ke\u015ffederek hard-code \u00f6rnek de\u011ferler yerine mevcut Splunk verisine g\u00f6re analiz yapt\u0131.<\/p>

B\u00fcy\u00fck ES content listelerinin do\u011frudan modele aktar\u0131lmas\u0131n\u0131n context\u2019i gereksiz \u015fi\u015firdi\u011fi g\u00f6r\u00fcld\u00fc\u011f\u00fc i\u00e7in ak\u0131\u015f bounded discovery mant\u0131\u011f\u0131yla kuruldu: \u00f6nce adaylar daralt\u0131l\u0131r, ard\u0131ndan yaln\u0131zca en ilgili i\u00e7eriklerin detay\u0131 incelenir.<\/p>

G\u00fcvenli AI \/ MCP yap\u0131land\u0131rmas\u0131<\/strong>
Morten uygulamas\u0131ndaki AI & MCP Settings ekran\u0131, entegrasyonu operasyonel g\u00fcvenlik s\u0131n\u0131rlar\u0131 i\u00e7inde tutar:
API token, JavaScript veya app paketine yaz\u0131lmaz; Splunk credential storage i\u00e7inde tutulur. (passwords.conf \/ storage\/passwords)
AI Base URL ve model AIMO taraf\u0131nda yap\u0131land\u0131r\u0131l\u0131r.
Splunk MCP Tool ID, AIMO registry\u2019ye \u00f6zg\u00fc tutulur; index \/ sourcetype \/ field e\u015flemesi yine runtime ke\u015ffe b\u0131rak\u0131l\u0131r.
TLS sertifika do\u011frulamas\u0131 a\u00e7\u0131labilir.
Ayarlar\u0131 yaln\u0131zca morten_ai_configure capability\u2019sine sahip kullan\u0131c\u0131lar de\u011fi\u015ftirebilir.
K\u0131saca: AI katman\u0131 ba\u011flan\u0131r, ama s\u0131rlar Splunk\u2019\u0131n credential modelinde kal\u0131r; yetki de capability ile s\u0131n\u0131rlan\u0131r.<\/p>

Neden klasik chatbot entegrasyonundan farkl\u0131?<\/strong>
Bu yakla\u015f\u0131m \u201cprompt\u2019a Splunk yaz\u0131p SPL istemek\u201d de\u011fildir.
AIMO, ger\u00e7ek Splunk instance\u2019\u0131n\u0131 ke\u015ffeder; Enterprise Security i\u00e7eri\u011fini mevcut veriyle ili\u015fkilendirir; Advisor veya Correlation Builder \u00e7\u0131kt\u0131s\u0131n\u0131 ES ekran\u0131na manuel ta\u015f\u0131nabilir bi\u00e7imde \u00fcretir. Kontrol insanda kal\u0131r: yapay zek\u00e2 ara\u015ft\u0131r\u0131r, test eder ve \u00f6nerir; \u00fcretim de\u011fi\u015fikli\u011fi insan onay\u0131yla yap\u0131l\u0131r.
SOC ve SIEM i\u00e7erik m\u00fchendisli\u011fi yapan ekipler i\u00e7in as\u0131l de\u011fer burada ba\u015flar \u2014 tahmin de\u011fil, ke\u015fif; otomasyon de\u011fil, y\u00f6neti\u015fimli \u00f6neri.<\/p>

Splunk ES i\u00e7erik ke\u015ffi veya correlation tasar\u0131m\u0131nda benzer bir AIMO \/ MCP yakla\u015f\u0131m\u0131n\u0131 tart\u0131\u015fmak isterseniz mesaj atman\u0131z yeterli.<\/p>

Chat: Splunk MCP ile canl\u0131 ke\u015fif<\/strong><\/p>

Kaynaklar se\u00e7ildikten sonra asistan sabit \u015fema varsaymaz. Splunk MCP \u00fczerinden ger\u00e7ek instance<\/p>

\"\"<\/p>

AI & MCP Settings\u00a0<\/strong><\/p>

API token JavaScript veya app paketine yaz\u0131lmaz;Splunk credential storage (passwords.conf\/<\/p>

\"\"<\/p>

AIMO ara\u015ft\u0131r\u0131r, test eder ve \u00f6nerir. \u00dcretim de\u011fi\u015fikli\u011fi insan onay\u0131yla yap\u0131l\u0131r.<\/strong><\/p>

Runtime discovery<\/strong><\/p>

Mant\u0131ksal kaynak se\u00e7imi; index \/ sourcetype \/ field MCP ile ke\u015ffedilir.<\/p>

Advisor + Builder<\/strong><\/p>

\u00d6nce mevcut ES i\u00e7eri\u011fi; gerekirse ES form alanlar\u0131na kadar correlation.<\/p>

G\u00fcvenli yap\u0131land\u0131rma<\/strong><\/p>

passwords.conf \/ storage\/passwords, TLS, morten_ai_configure.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

Yazar: \u00a0G\u00f6kay Can | Ankara – A\u011f ve G\u00fcvenlik Uzman Yard\u0131mc\u0131s\u0131<\/p>\n

Splunk Enterprise Security\u2019te i\u00e7erik m\u00fchendisli\u011fi \u00e7o\u011fu zaman ayn\u0131 iki soruya tak\u0131l\u0131r:
\nBu use-case i\u00e7in ortamda zaten uygun bir ES i\u00e7eri\u011fi var m\u0131? Yoksa yeni bir correlation\u2019\u0131 ES ekran\u0131ndaki alanlar eksiksiz doldurulacak \u015fekilde nas\u0131l tasarlar\u0131z?
\nTahmine dayal\u0131 chatbot yan\u0131tlar\u0131 burada yeterli de\u011fil. Index, sourcetype ve field isimleri kurulumdan kuruluma de\u011fi\u015fir. Ayn\u0131 g\u00fcvenlik \u00fcr\u00fcn\u00fc farkl\u0131 Splunk
\nortamlar\u0131nda farkl\u0131 teknik kar\u015f\u0131l\u0131klarla tutulur. Bu y\u00fczden \u201c\u00f6rnek SPL\u201d ile \u201c\u00fcretimde uygulanabilir ES i\u00e7eri\u011fi\u201d aras\u0131nda ciddi bir bo\u015fluk olu\u015fur.
\nAIMO + Morten Splunk AI Security Content Engineer, bu bo\u015flu\u011fu kapatmak i\u00e7in Splunk Enterprise Security\u2019ye MCP \u00fczerinden ba\u011flanan bir yapay zek\u00e2
\nkatman\u0131 olarak konumlan\u0131r. Ama\u00e7 AIMO\u2019nun ortam hakk\u0131nda varsay\u0131m \u00fcretmesi de\u011fil; ger\u00e7ek instance \u00fczerindeki index, sourcetype, field, alert ve detection bilgilerini okuyarak do\u011frulanm\u0131\u015f \u00f6neriler sunmas\u0131d\u0131r.<\/p>","protected":false},"author":11,"featured_media":998807,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"footnotes":"","_members_access_role":[],"_members_access_error":""},"categories":[205,103],"tags":[226],"class_list":["post-998791","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-yapay-zeka","category-ai","tag-aimo-splunk-enterprise-ssecurity-ai-content-engineer"],"yoast_head":"\nAIMO ile Splunk Entegrasyonu - Morten<\/title>\n<meta name=\"description\" content=\"Geleneksel a\u011f y\u00f6netiminden yaz\u0131l\u0131m tan\u0131ml\u0131 a\u011flara ge\u00e7i\u015f. 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