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* 產品  
  ![black arrow pointing left to go back to main navigation](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/arrow-right-black.svg) 產品  
  [AI 支援的網路安全性](https://www.paloaltonetworks.tw/network-security?ts=markdown)
  
  * [透過設計保護 AI](https://www.paloaltonetworks.tw/precision-ai-security/secure-ai-by-design?ts=markdown)
  
  * [Prisma AIRS](https://www.paloaltonetworks.tw/prisma/prisma-ai-runtime-security?ts=markdown)
  
  * [AI 存取安全性](https://www.paloaltonetworks.tw/sase/ai-access-security?ts=markdown)
  
  * [雲端交付的安全服務](https://www.paloaltonetworks.tw/network-security/security-subscriptions?ts=markdown)
  
  * [進階威脅防禦](https://www.paloaltonetworks.tw/network-security/advanced-threat-prevention?ts=markdown)
  
  * [進階 URL Filtering](https://www.paloaltonetworks.tw/network-security/advanced-url-filtering?ts=markdown)
  
  * [Advanced WildFire](https://www.paloaltonetworks.tw/network-security/advanced-wildfire?ts=markdown)
  
  * [進階 DNS 安全性](https://www.paloaltonetworks.tw/network-security/advanced-dns-security?ts=markdown)
  
  * [企業數據遺失防護](https://www.paloaltonetworks.tw/sase/enterprise-data-loss-prevention?ts=markdown)
  
  * [企業 IoT Security](https://www.paloaltonetworks.tw/network-security/enterprise-device-security?ts=markdown)
  
  * [醫療 IoT Security](https://www.paloaltonetworks.tw/network-security/medical-iot-security?ts=markdown)
  
  * [工業 OT 安全性](https://www.paloaltonetworks.tw/network-security/industrial-ot-security?ts=markdown)
  
  * [SaaS 安全性](https://www.paloaltonetworks.tw/sase/saas-security?ts=markdown)
  
  * [新世代防火牆](https://www.paloaltonetworks.tw/network-security/next-generation-firewall?ts=markdown)
  
  * [硬體防火牆](https://www.paloaltonetworks.tw/network-security/hardware-firewall-innovations?ts=markdown)
  
  * [軟體防火牆](https://www.paloaltonetworks.tw/network-security/software-firewalls?ts=markdown)
  
  * [Strata Cloud Manager](https://www.paloaltonetworks.tw/network-security/strata-cloud-manager?ts=markdown)
  
  * [新世代防火牆 SD-WAN](https://www.paloaltonetworks.tw/network-security/sd-wan-subscription?ts=markdown)
  
  * [PAN-OS](https://www.paloaltonetworks.tw/network-security/pan-os?ts=markdown)
  
  * [Panorama](https://www.paloaltonetworks.tw/network-security/panorama?ts=markdown)
  
  * [安全存取服務邊緣](https://www.paloaltonetworks.tw/sase?ts=markdown)
  
  * [Prisma SASE](https://www.paloaltonetworks.tw/sase?ts=markdown)
  
  * [應用程式加速](https://www.paloaltonetworks.tw/sase/app-acceleration?ts=markdown)
  
  * [自主數位體驗管理](https://www.paloaltonetworks.tw/sase/adem?ts=markdown)
  
  * [企業 DLP](https://www.paloaltonetworks.tw/sase/enterprise-data-loss-prevention?ts=markdown)
  
  * [Prisma Access](https://www.paloaltonetworks.tw/sase/access?ts=markdown)
  
  * [Prisma 瀏覽器](https://www.paloaltonetworks.tw/sase/prisma-browser?ts=markdown)
  
  * [Prisma SD-WAN](https://www.paloaltonetworks.tw/sase/sd-wan?ts=markdown)
  
  * [遠端瀏覽器隔離](https://www.paloaltonetworks.tw/sase/remote-browser-isolation?ts=markdown)
  
  * [SaaS 安全性](https://www.paloaltonetworks.tw/sase/saas-security?ts=markdown)  
    [人工智慧驅動的安全性作業平台](https://www.paloaltonetworks.tw/cortex?ts=markdown)
  
  * [雲端安全](https://www.paloaltonetworks.tw/cortex/cloud?ts=markdown)
  
  * [Cortex Cloud](https://www.paloaltonetworks.tw/cortex/cloud?ts=markdown)
  
  * [應用程式安全性](https://www.paloaltonetworks.tw/cortex/cloud/application-security?ts=markdown)
  
  * [雲端狀況安全性](https://www.paloaltonetworks.tw/cortex/cloud/cloud-posture-security?ts=markdown)
  
  * [雲端執行階段安全性](https://www.paloaltonetworks.tw/cortex/cloud/runtime-security?ts=markdown)
  
  * [Prisma Cloud](https://www.paloaltonetworks.tw/prisma/cloud?ts=markdown)
  
  * [AI 驅動的 SOC](https://www.paloaltonetworks.tw/cortex?ts=markdown)
  
  * [Cortex Advanced Email Security](https://www.paloaltonetworks.tw/cortex/advanced-email-security?ts=markdown)
  
  * [Cortex Exposure Management](https://www.paloaltonetworks.tw/cortex/exposure-management?ts=markdown)
  
  * [Cortex XSIAM](https://www.paloaltonetworks.tw/cortex/cortex-xsiam?ts=markdown)
  
  * [Cortex XDR](https://www.paloaltonetworks.tw/cortex/cortex-xdr?ts=markdown)
  
  * [Cortex XSOAR](https://www.paloaltonetworks.tw/cortex/cortex-xsoar?ts=markdown)
  
  * [Cortex Xpanse](https://www.paloaltonetworks.tw/cortex/cortex-xpanse?ts=markdown)
  
  * [Unit 42 託管式偵測與回應](https://www.paloaltonetworks.tw/cortex/managed-detection-and-response?ts=markdown)
  
  * [受管理 XSIAM](https://www.paloaltonetworks.tw/cortex/managed-xsiam?ts=markdown)

* 解決方案  
  ![black arrow pointing left to go back to main navigation](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/arrow-right-black.svg) 解決方案  
  AI 安全性
  
  * [安全的 AI 生態系統](https://www.paloaltonetworks.tw/prisma/prisma-ai-runtime-security?ts=markdown)
  * [安全使用 GenAI](https://www.paloaltonetworks.tw/sase/ai-access-security?ts=markdown)  
    網路安全
  * [雲端網路安全性](https://www.paloaltonetworks.tw/network-security/software-firewalls?ts=markdown)
  * [數據中心安全](https://www.paloaltonetworks.tw/network-security/data-center?ts=markdown)
  * [DNS 安全性](https://www.paloaltonetworks.tw/network-security/advanced-dns-security?ts=markdown)
  * [入侵偵測和防禦](https://www.paloaltonetworks.tw/network-security/advanced-threat-prevention?ts=markdown)
  * [物聯網安全性](https://www.paloaltonetworks.tw/network-security/enterprise-device-security?ts=markdown)
  * [5G 安全性](https://www.paloaltonetworks.tw/network-security/5g-security?ts=markdown)
  * [保護所有應用程式、使用者和位置](https://www.paloaltonetworks.tw/sase/secure-users-data-apps-devices?ts=markdown)
  * [安全的分公司轉型](https://www.paloaltonetworks.tw/sase/secure-branch-transformation?ts=markdown)
  * [在任何裝置上安全工作](https://www.paloaltonetworks.tw/sase/secure-work-on-any-device?ts=markdown)
  * [VPN 取代](https://www.paloaltonetworks.tw/sase/vpn-replacement-for-secure-remote-access?ts=markdown)
  * [網路與網路釣魚安全性](https://www.paloaltonetworks.tw/network-security/advanced-url-filtering?ts=markdown)  
    雲端安全
  * [應用程式安全狀況管理 (ASPM)](https://www.paloaltonetworks.tw/cortex/cloud/application-security-posture-management?ts=markdown)
  * [軟體供應鏈安全性](https://www.paloaltonetworks.tw/cortex/cloud/software-supply-chain-security?ts=markdown)
  * [程式碼安全](https://www.paloaltonetworks.tw/cortex/cloud/code-security?ts=markdown)
  * [雲端安全狀況管理 (CSPM)](https://www.paloaltonetworks.tw/cortex/cloud/cloud-security-posture-management?ts=markdown)
  * [雲端基礎結構權限管理 (CIEM)](https://www.paloaltonetworks.tw/cortex/cloud/cloud-infrastructure-entitlement-management?ts=markdown)
  * [數據安全狀況管理 (DSPM)](https://www.paloaltonetworks.tw/cortex/cloud/data-security-posture-management?ts=markdown)
  * [AI 安全狀況管理 (AI-SPM)](https://www.paloaltonetworks.tw/cortex/cloud/ai-security-posture-management?ts=markdown)
  * [雲端偵測與回應 (CDR)](https://www.paloaltonetworks.tw/cortex/cloud-detection-and-response?ts=markdown)
  * [雲端工作負載防護 (CWP)](https://www.paloaltonetworks.tw/cortex/cloud/cloud-workload-protection?ts=markdown)
  * [Web 應用程式和 API 安全性 (WAAS)](https://www.paloaltonetworks.tw/cortex/cloud/web-app-api-security?ts=markdown)  
    安全營運
  * [雲端偵測與回應](https://www.paloaltonetworks.tw/cortex/cloud-detection-and-response?ts=markdown)
  * [網路安全自動化](https://www.paloaltonetworks.tw/cortex/network-security-automation?ts=markdown)
  * [事件案例管理](https://www.paloaltonetworks.tw/cortex/incident-case-management?ts=markdown)
  * [SOC 自動化](https://www.paloaltonetworks.tw/cortex/security-operations-automation?ts=markdown)
  * [威脅情報管理](https://www.paloaltonetworks.tw/cortex/threat-intel-management?ts=markdown)
  * [託管式偵測與回應](https://www.paloaltonetworks.tw/cortex/managed-detection-and-response?ts=markdown)
  * [攻擊範圍管理](https://www.paloaltonetworks.tw/cortex/cortex-xpanse/attack-surface-management?ts=markdown)
  * [合規性管理](https://www.paloaltonetworks.tw/cortex/cortex-xpanse/compliance-management?ts=markdown)
  * [網際網路營運管理](https://www.paloaltonetworks.tw/cortex/cortex-xpanse/internet-operations-management?ts=markdown)  
    端點安全
  * [端點防護](https://www.paloaltonetworks.tw/cortex/endpoint-protection?ts=markdown)
  * [擴展的偵測與回應](https://www.paloaltonetworks.tw/cortex/detection-and-response?ts=markdown)
  * [勒索軟體防護](https://www.paloaltonetworks.tw/cortex/ransomware-protection?ts=markdown)
  * [數位鑑識](https://www.paloaltonetworks.tw/cortex/digital-forensics?ts=markdown)  
    [產業](https://www.paloaltonetworks.tw/industry?ts=markdown)
  * [公共部門](https://www.paloaltonetworks.com/industry/public-sector)
  * [金融服務](https://www.paloaltonetworks.com/industry/financial-services)
  * [製造](https://www.paloaltonetworks.com/industry/manufacturing)
  * [醫療](https://www.paloaltonetworks.com/industry/healthcare)
  * [中小企業解決方案](https://www.paloaltonetworks.com/industry/small-medium-business-portfolio)

* 服務  
  ![black arrow pointing left to go back to main navigation](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/arrow-right-black.svg) 服務  
  [威脅情報和事件回應服務](https://www.paloaltonetworks.tw/unit42?ts=markdown)
  
  * [評估](https://www.paloaltonetworks.tw/unit42/assess?ts=markdown)
  
  * [AI 安全評估](https://www.paloaltonetworks.tw/unit42/assess/ai-security-assessment?ts=markdown)
  
  * [攻擊面評估](https://www.paloaltonetworks.tw/unit42/assess/attack-surface-assessment?ts=markdown)
  
  * [入侵整備審查](https://www.paloaltonetworks.tw/unit42/assess/breach-readiness-review?ts=markdown)
  
  * [BEC 整備評估](https://www.paloaltonetworks.com/bec-readiness-assessment)
  
  * [雲端安全性評估](https://www.paloaltonetworks.com/unit42/assess/cloud-security-assessment)
  
  * [入侵評估](https://www.paloaltonetworks.tw/unit42/assess/compromise-assessment?ts=markdown)
  
  * [網路風險評估](https://www.paloaltonetworks.tw/unit42/assess/cyber-risk-assessment?ts=markdown)
  
  * [併購和收購網路盡職調查](https://www.paloaltonetworks.tw/unit42/assess/mergers-acquisitions-cyber-due-dilligence?ts=markdown)
  
  * [滲透測試](https://www.paloaltonetworks.tw/unit42/assess/penetration-testing?ts=markdown)
  
  * [紫隊演習](https://www.paloaltonetworks.tw/unit42/assess/purple-teaming?ts=markdown)
  
  * [勒索軟體整備評估](https://www.paloaltonetworks.tw/unit42/assess/ransomware-readiness-assessment?ts=markdown)
  
  * [SOC 評估](https://www.paloaltonetworks.com/unit42/assess/cloud-security-assessment)
  
  * [供應鏈風險評估](https://www.paloaltonetworks.tw/unit42/assess/supply-chain-risk-assessment?ts=markdown)
  
  * [桌面演習](https://www.paloaltonetworks.tw/unit42/assess/tabletop-exercise?ts=markdown)
  
  * [Unit 42 聘用團隊](https://www.paloaltonetworks.tw/unit42/retainer?ts=markdown)
  
  * [回應](https://www.paloaltonetworks.tw/unit42/respond?ts=markdown)
  
  * [雲端事件回應](https://www.paloaltonetworks.tw/unit42/respond/cloud-incident-response?ts=markdown)
  
  * [數位鑑識](https://www.paloaltonetworks.tw/unit42/respond/digital-forensics?ts=markdown)
  
  * [事件回應](https://www.paloaltonetworks.tw/unit42/respond/incident-response?ts=markdown)
  
  * [受管理偵測與回應](https://www.paloaltonetworks.tw/unit42/respond/managed-detection-response?ts=markdown)
  
  * [受管理威脅搜補](https://www.paloaltonetworks.tw/unit42/respond/managed-threat-hunting?ts=markdown)
  
  * [受管理 XSIAM](https://www.paloaltonetworks.tw/cortex/managed-xsiam?ts=markdown)
  
  * [Unit 42 聘用團隊](https://www.paloaltonetworks.tw/unit42/retainer?ts=markdown)
  
  * [轉型](https://www.paloaltonetworks.tw/unit42/transform?ts=markdown)
  
  * [投資者關係計劃的制定和審查](https://www.paloaltonetworks.tw/unit42/transform/incident-response-plan-development-review?ts=markdown)
  
  * [安全性計劃設計](https://www.paloaltonetworks.tw/unit42/transform/security-program-design?ts=markdown)
  
  * [虛擬資安長](https://www.paloaltonetworks.tw/unit42/transform/vciso?ts=markdown)
  
  * [零信任諮詢](https://www.paloaltonetworks.com/unit42/assess/cloud-security-assessment)  
    [全球客戶服務](https://www.paloaltonetworks.tw/services?ts=markdown)
  
  * [教育與訓練](https://www.paloaltonetworks.com/services/education)
  
  * [專業服務](https://www.paloaltonetworks.com/services/consulting)
  
  * [成功工具](https://www.paloaltonetworks.com/services/customer-success-tools)
  
  * [支援服務](https://www.paloaltonetworks.com/services/solution-assurance)
  
  * [客戶成功](https://www.paloaltonetworks.com/services/customer-success)  
    [![](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/logo-unit-42.svg)  
    Unit 42 聘用團隊
    針對企業需求所量身打造，您可以選擇將聘用團隊時數分配至任何產品，包括主動式網路風險管理服務。了解您如何為世界級的 Unit 42 事件回應團隊設定快速撥號。
    進一步了解](https://www.paloaltonetworks.tw/unit42/retainer?ts=markdown)

* 合作夥伴  
  ![black arrow pointing left to go back to main navigation](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/arrow-right-black.svg) 合作夥伴  
  NextWave 合作夥伴
  
  * [NextWave 合作夥伴社群](https://www.paloaltonetworks.com/partners)
  * [雲端服務供應商](https://www.paloaltonetworks.com/partners/nextwave-for-csp)
  * [全球系統整合商](https://www.paloaltonetworks.com/partners/nextwave-for-gsi)
  * [技術合作夥伴](https://www.paloaltonetworks.com/partners/technology-partners)
  * [服務供應商](https://www.paloaltonetworks.com/partners/service-providers)
  * [解決方案供應商](https://www.paloaltonetworks.com/partners/nextwave-solution-providers)
  * [受管理安全性服務供應商](https://www.paloaltonetworks.com/partners/managed-security-service-providers)  
    採取動作
  * [入口網站登入](https://paloaltonetworks.my.site.com/NextWavePartnerProgram/s/partnerregistration?type=becomepartner)
  * [託管服務計劃](https://www.paloaltonetworks.com/partners/managed-security-services-provider-program)
  * [成為合作夥伴](https://paloaltonetworks.my.site.com/NextWavePartnerProgram/s/partnerregistration?type=becomepartner)
  * [要求存取權](https://paloaltonetworks.my.site.com/NextWavePartnerProgram/s/partnerregistration?type=requestaccess)
  * [尋找合作夥伴](https://paloaltonetworks.my.site.com/NextWavePartnerProgram/s/partnerlocator)  
    [CYBERFORCE
    CYBERFORCE 代表由於本身的安全專業知識而獲得信賴的前 1% 合作夥伴工程師。
    進一步了解](https://www.paloaltonetworks.com/cyberforce)

* 公司  
  ![black arrow pointing left to go back to main navigation](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/arrow-right-black.svg) 公司  
  Palo Alto Networks
  
  * [關於我們](https://www.paloaltonetworks.tw/about-us?ts=markdown)
  * [管理團隊](https://www.paloaltonetworks.com/about-us/management)
  * [投資人關係](https://investors.paloaltonetworks.com/)
  * [地點](https://www.paloaltonetworks.com/about-us/locations)
  * [道德規範與合規性](https://www.paloaltonetworks.com/company/ethics-and-compliance)
  * [企業責任](https://www.paloaltonetworks.com/about-us/corporate-responsibility)
  * [軍人與退伍軍人](https://jobs.paloaltonetworks.com/military)  
    [為何選擇 Palo Alto Networks？](https://www.paloaltonetworks.tw/why-paloaltonetworks?ts=markdown)
  * [Precision AI 安全性](https://www.paloaltonetworks.tw/precision-ai-security?ts=markdown)
  * [我們的平台方法](https://www.paloaltonetworks.tw/why-paloaltonetworks/platformization?ts=markdown)
  * [加速您的網路安全轉型](https://www.paloaltonetworks.com/why-paloaltonetworks/nam-cxo-portfolio)
  * [獎項和認可](https://www.paloaltonetworks.com/about-us/awards)
  * [客戶案例](https://www.paloaltonetworks.tw/customers?ts=markdown)
  * [全球認證](https://www.paloaltonetworks.com/legal-notices/trust-center/compliance)
  * [信任 360 計劃](https://www.paloaltonetworks.com/resources/whitepapers/trust-360)  
    人才招募
  * [概觀](https://jobs.paloaltonetworks.com/)
  * [文化與社福](https://jobs.paloaltonetworks.com/culture)  
    [Newsweek 最受喜愛工作場所名單
    真正為員工著想的企業
    閱讀更多內容](https://www.paloaltonetworks.com/company/press/2021/palo-alto-networks-secures-top-ranking-on-newsweek-s-most-loved-workplaces-list-for-2021)

* 更多  
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* [積極主動的 NGFW](#ngfw)
* [為何要使用 ML 驅動的 NGFW？](#driven)

# 什麼是 ML Powered NGFW？

目錄

* [積極主動的 NGFW](#ngfw)
* [為何要使用 ML 驅動的 NGFW？](#driven)

1. 積極主動的 NGFW

* [1. 積極主動的 NGFW](#ngfw)
* [2. 為何要使用 ML 驅動的 NGFW？](#driven)

[下一代防火牆](https://www.paloaltonetworks.tw/cyberpedia/what-is-a-firewall?ts=markdown) (NGFW) 是傳統防火牆的進階版本，可根據使用者、內容和應用程式的情境做出認證決策。NGFW 近年來已成為 [網路安全性](https://www.paloaltonetworks.tw/cyberpedia/what-is-network-security?ts=markdown) 的標準。同時，有三大趨勢正在改變網路威脅的形勢：

1. 網路罪犯越來越複雜，發動的攻擊也越來越多。
2. 物聯網 (IoT) 為企業網路帶來大量難以保障安全性的裝置，但只有少數企業對此有所準備^1。^
3. 越來越多遠端員工攜帶更多裝置上班，增加了易受攻擊的表面面積。  
   **相關影片**  
   現代網路釣魚攻擊的演變

## 積極主動的 NGFW

過去十年來，企業安全產業大多著重於縮短對網路攻擊的反應時間。如果以新的範例取代反應式防火牆呢？這就是將機器學習 (ML) 嵌入核心的防火牆背後的想法，將防火牆從被動的安全控制點轉變為主動的安全控制點。ML Powered NGFW 透過不斷地從大量資料中學習，以偵測多方面的 [威脅](https://www.paloaltonetworks.com/cyberpedia/threat) 。

四種機制為 ML Powered NGFW 推波助瀾。

1. **內嵌式機器學習** 大規模散佈的[惡意軟體](https://www.paloaltonetworks.tw/cyberpedia/what-is-malware?ts=markdown) 演算法通常會攻擊單一受害者，並從中擴展。舊一代的防禦系統要不是需要花很長時間重新編寫基礎架構以防止後續攻擊，就是必須停止並檢查每個檔案，反應緩慢的問題讓使用者感到沮喪。在 ML Powered NGFW 中，ML 演算法被嵌入防火牆程式碼中。這表示防火牆可以在下載檔案時檢查檔案，如果檔案是惡意的，就立即攔截，而無需存取離線工具。使用此方法，從發現到預防的時間接近零。
2. **零延遲簽章**內嵌式 ML 可偵測並阻擋新的惡意軟體變種，但最複雜的攻擊者通常會從頭開始開發新的惡意軟體。由 ML 驅動的 NGFW 可重新建構傳送簽章的方式。簽章更新不需等待至少五分鐘的排程推送，而是在完成 ML 分析後的幾秒鐘內執行並串流至防火牆。這表示新的威脅會在第一個使用者時被阻止，未來的突變也會被自動攔截。
3. **由 ML 驅動的 IoT 裝置可視性** IoT 裝置 (例如攝影機和其他電子產品) 正以令人目眩的速度加入企業網路，增加了對[IoT 安全性](https://www.paloaltonetworks.tw/cyberpedia/what-is-iot-security?ts=markdown)的需求。想像一下，一台新的攝影機開始透過 FTP 將檔案傳輸到不同的網路系統。舊式的物聯網安全性解決方案依賴於現有的裝置定義，無法追蹤意外或危險的行為。ML-Powered NGFW 使用基於 ML 的分類，自動將相似的裝置 (例如攝影機和平板電腦) 分類。如此一來，它就能追蹤並防止異常和有害的活動。
4. **自動化、智慧型的政策建議** 安全管理員發現，要跟上網路中應用程式、裝置和攻擊的變更速度，同時以手動方式更新 [安全性政策](https://www.paloaltonetworks.tw/cyberpedia/what-is-an-it-security-policy?ts=markdown) ，是一項極具挑戰性的工作。他們經常採用放任的政策，讓網路暴露在未知的威脅之下。另一方面，ML-Powered NGFW 可將數百萬個物聯網裝置的元資料與網路的元資料進行比較，以建立正常的行為模式。針對每個物聯網裝置和類別，ML-Powered NGFW 會建議允許行為的政策，省去網路管理員無數小時的手動更新。

## 為何要使用 ML 驅動的 NGFW？

ML Powered NGFW 顛覆了迄今為止的安全部署與執行方式：

* 根據測試，它能主動即時防護高達 95% 的新威脅。
* 它可以阻止惡意腳本和檔案，而不會影響使用者體驗。
* 它無需額外的硬體，即可將可視性和保護功能擴展至物聯網裝置。根據客戶資料，偵測到的物聯網裝置數量增加了三倍。
* 它可減少人為錯誤，並自動更新安全政策，以防止最先進的攻擊。

想瞭解 Palo Alto Networks 如何利用機器學習保護今日的企業免受明日的威脅？閱讀我們的電子書 [ML-Powered NGFW 的 4 個關鍵要素：機器學習如何顛覆網路安全性](https://start.paloaltonetworks.tw/4-key-elements-ml-powered-ngfw.html)。

**資源**

^1.麥肯錫公司，「[轉型網路安全的觀點](https://www.mckinsey.com/~/media/McKinsey/McKinsey%20Solutions/Cyber%20Solutions/Perspectives%20on%20transforming%20cybersecurity/Transforming%20cybersecurity_March2019.ashx)」，2019 年 3 月。^  
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