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      <description>천천히 올바르게. AI Researcher &amp; DevOps Engineer Youngju&#39;s tech blog. GPU/CUDA, LLM, MLOps, Kubernetes AI workloads, distributed training, and data engineering.</description>
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      <managingEditor>fjvbn2003@gmail.com (Youngju Kim)</managingEditor>
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    <guid>https://www.youngju.dev/blog/culture/2026-05-16-ai-cybersecurity-2026-crowdstrike-charlotte-microsoft-security-copilot-sentinelone-purple-ai-darktrace-vectra-deep-dive.en</guid>
    <title>AI Cybersecurity 2026 Deep Dive - CrowdStrike Charlotte AI · Microsoft Security Copilot · SentinelOne Purple AI · Darktrace · Vectra AI · Snyk DeepCode</title>
    <link>https://www.youngju.dev/blog/culture/2026-05-16-ai-cybersecurity-2026-crowdstrike-charlotte-microsoft-security-copilot-sentinelone-purple-ai-darktrace-vectra-deep-dive.en</link>
    <description>The 2026 cyber frontline is two AI armies facing each other. On one side, defender AIs like CrowdStrike Charlotte AI, Microsoft Security Copilot, SentinelOne Purple AI, Palo Alto Precision AI, Darktrace, and Vectra AI automate the SOC. On the other side, WormGPT, FraudGPT, AI voice-clone phishing, polymorphic malware, and prompt injection accelerate attacks. This deep dive walks through EDR/XDR/SIEM, NDR, ITDR, code security, cloud CNAPP, AI threat intel, OWASP LLM Top 10, NIST AI RMF, the Korean and Japanese vendor landscape, and how SOC analyst careers shift in 2026.</description>
    <pubDate>Sat, 16 May 2026 00:00:00 GMT</pubDate>
    <author>fjvbn2003@gmail.com (Youngju Kim)</author>
    <category>ai-cybersecurity</category><category>crowdstrike</category><category>microsoft-security-copilot</category><category>sentinelone</category><category>darktrace</category><category>vectra</category><category>snyk</category><category>xdr</category><category>siem</category><category>edr</category><category>english</category>
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  <item>
    <guid>https://www.youngju.dev/blog/culture/2026-05-16-ai-cybersecurity-2026-crowdstrike-charlotte-microsoft-security-copilot-sentinelone-purple-ai-darktrace-vectra-deep-dive.ja</guid>
    <title>AIサイバーセキュリティ 2026 完全ガイド - CrowdStrike Charlotte AI · Microsoft Security Copilot · SentinelOne Purple AI · Darktrace · Vectra AI · Snyk DeepCode 徹底解説</title>
    <link>https://www.youngju.dev/blog/culture/2026-05-16-ai-cybersecurity-2026-crowdstrike-charlotte-microsoft-security-copilot-sentinelone-purple-ai-darktrace-vectra-deep-dive.ja</link>
    <description>2026年のサイバー戦線は、2つのAI軍団が向き合う場所だ。一方には CrowdStrike Charlotte AI、Microsoft Security Copilot、SentinelOne Purple AI、Palo Alto Precision AI、Darktrace、Vectra AI のような防御側AIがSOCを自動化する。反対側には WormGPT、FraudGPT、AIボイスクローン・フィッシング、ポリモーフィック・マルウェア、プロンプトインジェクションが攻撃を加速させる。本稿は EDR/XDR/SIEM、NDR、ITDR、コードセキュリティ、クラウドCNAPP、AI脅威インテリジェンス、OWASP LLM Top 10、NIST AI RMF、韓国・日本のセキュリティソリューション、そしてSOCアナリストのキャリアがどう変わるかまで — 2026年AIサイバーセキュリティの全体像を整理する。</description>
    <pubDate>Sat, 16 May 2026 00:00:00 GMT</pubDate>
    <author>fjvbn2003@gmail.com (Youngju Kim)</author>
    <category>ai-cybersecurity</category><category>crowdstrike</category><category>microsoft-security-copilot</category><category>sentinelone</category><category>darktrace</category><category>vectra</category><category>snyk</category><category>xdr</category><category>siem</category><category>edr</category><category>日本語</category>
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  <item>
    <guid>https://www.youngju.dev/blog/culture/2026-05-16-ai-cybersecurity-2026-crowdstrike-charlotte-microsoft-security-copilot-sentinelone-purple-ai-darktrace-vectra-deep-dive</guid>
    <title>AI 사이버보안 2026 완벽 가이드 - CrowdStrike Charlotte AI · Microsoft Security Copilot · SentinelOne Purple AI · Darktrace · Vectra AI · Snyk DeepCode 심층 분석</title>
    <link>https://www.youngju.dev/blog/culture/2026-05-16-ai-cybersecurity-2026-crowdstrike-charlotte-microsoft-security-copilot-sentinelone-purple-ai-darktrace-vectra-deep-dive</link>
    <description>2026년 사이버보안의 전선은 두 개의 AI 군단이 격돌하는 자리다. 한쪽에는 CrowdStrike Charlotte AI, Microsoft Security Copilot, SentinelOne Purple AI, Palo Alto Precision AI, Darktrace, Vectra AI 같은 방어자 AI가 SOC를 자동화한다. 반대쪽에는 WormGPT, FraudGPT, AI 보이스 클론 피싱, 폴리모픽 멀웨어, 프롬프트 인젝션이 공격을 가속한다. 이 글은 EDR/XDR/SIEM, NDR, ITDR, 코드 보안, 클라우드 CNAPP, AI 위협 인텔리전스, OWASP LLM Top 10, NIST AI RMF, 한국·일본 보안 솔루션, 그리고 SOC 분석가 커리어가 어떻게 바뀌는지까지 — 2026년 AI 사이버보안 지형을 전부 정리한다.</description>
    <pubDate>Sat, 16 May 2026 00:00:00 GMT</pubDate>
    <author>fjvbn2003@gmail.com (Youngju Kim)</author>
    <category>ai-cybersecurity</category><category>crowdstrike</category><category>microsoft-security-copilot</category><category>sentinelone</category><category>darktrace</category><category>vectra</category><category>snyk</category><category>xdr</category><category>siem</category><category>edr</category>
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    <guid>https://www.youngju.dev/blog/culture/2026-05-16-ai-security-operations-soc-2026-splunk-ai-microsoft-security-copilot-devo-logrhythm-sumo-logic-elastic-security-ibm-qradar-deep-dive.en</guid>
    <title>AI in the Security Operations Center (SOC) 2026 Deep Dive - Splunk AI, Microsoft Security Copilot, Devo, LogRhythm, Sumo Logic, Elastic Security, IBM QRadar, Chronicle</title>
    <link>https://www.youngju.dev/blog/culture/2026-05-16-ai-security-operations-soc-2026-splunk-ai-microsoft-security-copilot-devo-logrhythm-sumo-logic-elastic-security-ibm-qradar-deep-dive.en</link>
    <description>As of May 2026, SOCs are solving alert fatigue and analyst burnout with AI tier-1 and tier-2 automation. This deep dive covers Splunk Enterprise Security with Splunk AI Assistant (Cisco acquisition for 28B USD), Microsoft Sentinel with Security Copilot (SCU billing), Elastic Security AI Assistant, Palo Alto Cortex XSIAM after the QRadar acquisition, Google Chronicle with Gemini in Security Operations, CrowdStrike Charlotte AI, SentinelOne Purple AI, Splunk SOAR, Cortex XSOAR, Tines, Recorded Future, Mandiant Advantage, Panther, Hunters, Vectra, Wazuh, TheHive, the MITRE ATT&amp;CK and D3FEND frameworks, Korean and Japanese providers including AhnLab MDS and NRI Secure, and compliance regimes from ISO 27001 and ISMS-P to NIST CSF 2.0 and the Japanese Personal Information Protection Act.</description>
    <pubDate>Sat, 16 May 2026 00:00:00 GMT</pubDate>
    <author>fjvbn2003@gmail.com (Youngju Kim)</author>
    <category>ai-soc</category><category>siem</category><category>soar</category><category>splunk</category><category>security-copilot</category><category>devo</category><category>logrhythm</category><category>sumo-logic</category><category>elastic-security</category><category>ibm-qradar</category><category>english</category>
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  <item>
    <guid>https://www.youngju.dev/blog/culture/2026-05-16-ai-security-operations-soc-2026-splunk-ai-microsoft-security-copilot-devo-logrhythm-sumo-logic-elastic-security-ibm-qradar-deep-dive.ja</guid>
    <title>AI SOC (セキュリティオペレーションセンター) 2026 完全ガイド - Splunk AI、Microsoft Security Copilot、Devo、LogRhythm、Sumo Logic、Elastic Security、IBM QRadar、Chronicle 徹底解説</title>
    <link>https://www.youngju.dev/blog/culture/2026-05-16-ai-security-operations-soc-2026-splunk-ai-microsoft-security-copilot-devo-logrhythm-sumo-logic-elastic-security-ibm-qradar-deep-dive.ja</link>
    <description>2026年5月時点で、SOC(セキュリティオペレーションセンター)はアラート疲労とアナリストの燃え尽きをAIによるtier-1とtier-2の自動化で解決しつつある。Splunk Enterprise SecurityとSplunk AI Assistant(Cisco買収、280億ドル)、Microsoft SentinelとSecurity Copilot(SCU課金モデル)、Elastic Security AI Assistant、Palo Alto Cortex XSIAM(QRadar買収)、Google ChronicleとGemini in Security Operations、CrowdStrike Charlotte AI、SentinelOne Purple AI、Splunk SOAR、Cortex XSOAR、Tines、Recorded Future、Mandiant Advantage、Panther、Hunters、Vectra、Wazuh、TheHiveまでをカバーする。MITRE ATT&amp;CKとD3FENDフレームワーク、AhnLab MDSやNRI Secureといった韓国・日本の事業者、ISO 27001、ISMS-P、NIST CSF 2.0、個人情報保護法の規制までを一本でまとめる。</description>
    <pubDate>Sat, 16 May 2026 00:00:00 GMT</pubDate>
    <author>fjvbn2003@gmail.com (Youngju Kim)</author>
    <category>ai-soc</category><category>siem</category><category>soar</category><category>splunk</category><category>security-copilot</category><category>devo</category><category>logrhythm</category><category>sumo-logic</category><category>elastic-security</category><category>ibm-qradar</category><category>日本語</category>
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  <item>
    <guid>https://www.youngju.dev/blog/culture/2026-05-16-ai-security-operations-soc-2026-splunk-ai-microsoft-security-copilot-devo-logrhythm-sumo-logic-elastic-security-ibm-qradar-deep-dive</guid>
    <title>AI SOC (보안 운영 센터) 2026 완벽 가이드 - Splunk AI · Microsoft Security Copilot · Devo · LogRhythm · Sumo Logic · Elastic Security · IBM QRadar · Chronicle 심층 분석</title>
    <link>https://www.youngju.dev/blog/culture/2026-05-16-ai-security-operations-soc-2026-splunk-ai-microsoft-security-copilot-devo-logrhythm-sumo-logic-elastic-security-ibm-qradar-deep-dive</link>
    <description>2026년 5월 기준 SOC(보안 운영 센터)는 알림 피로와 분석가 번아웃을 AI tier-1/2 자동화로 풀어가는 중이다. Splunk Enterprise Security + Splunk AI Assistant(Cisco 인수, 280억 달러), Microsoft Sentinel + Security Copilot(SCU 과금 모델), Elastic Security AI Assistant, Palo Alto Cortex XSIAM(QRadar 인수), Google Chronicle + Gemini in Security Operations, CrowdStrike Charlotte AI, SentinelOne Purple AI, Splunk SOAR, Cortex XSOAR, Tines, Recorded Future, Mandiant Advantage, 그리고 Panther/Hunters/Vectra/Wazuh/TheHive까지. MITRE ATT&amp;CK과 D3FEND 프레임워크, AhnLab MDS, NRI Secure 같은 한국·일본 사업자 현황과 ISO 27001, ISMS-P, NIST CSF 2.0, 個人情報保護法 규제까지 한 글에서 정리한다.</description>
    <pubDate>Sat, 16 May 2026 00:00:00 GMT</pubDate>
    <author>fjvbn2003@gmail.com (Youngju Kim)</author>
    <category>ai-soc</category><category>siem</category><category>soar</category><category>splunk</category><category>security-copilot</category><category>devo</category><category>logrhythm</category><category>sumo-logic</category><category>elastic-security</category><category>ibm-qradar</category><category>chronicle</category>
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