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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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   目錄

* [1.相關性資料](#step1)
* [2.以比攻擊擴散更快的速度產生防護措施](#step2)
* [3.實作防護的速度比攻擊進展的速度更快](#step3)
* [4.偵測網路中已存在的感染](#step4)

# 網路安全自動化的 4 種應用方式

目錄

* [1.相關性資料](#step1)
* [2.以比攻擊擴散更快的速度產生防護措施](#step2)
* [3.實作防護的速度比攻擊進展的速度更快](#step3)
* [4.偵測網路中已存在的感染](#step4)

1. 1\.相關性資料

* [1. 1.相關性資料](#step1)
* [2. 2.以比攻擊擴散更快的速度產生防護措施](#step2)
* [3. 3.實作防護的速度比攻擊進展的速度更快](#step3)
* [4. 4.偵測網路中已存在的感染](#step4)

現代網路攻擊已高度自動化。如果 組織嘗試以手動方式防禦這些攻擊，這場戰鬥就會變成人與機器的對戰，對組織非常不利。為了成功防禦自動化攻擊，將自動化融入網路安全工作中，以火攻火是非常重要的，在這種情況下，也就是以機械對機械。自動化讓競爭環境更公平、減少威脅的數量，並能更快速地防護新的和先前 [未知的威脅](https://www.paloaltonetworks.tw/cyberpedia/what-are-unknown-cyberthreats?ts=markdown)。

許多安全供應商將自動化視為提高效率的方法，以及節省人力或員工的手段。儘管如此，自動化也應該被視為一種工具，可以而且應該用來更好地預測行為和更快地執行防護措施。如果實作得宜並使用正確的工具，自動化可協助預防成功的網路攻擊。以下是四種應該使用自動化的方式：

## 1.相關性資料

許多安全供應商收集大量的威脅資料。然而，除非將資料組織成可執行的下一個步驟，否則資料所提供的價值不大。為了有效地做到這一點，組織首先需要收集所有攻擊媒介的威脅資料，並從自身基礎架構內的安全技術，以及基礎架構外的全球威脅情報中收集威脅資料。

然後，他們需要在大量資料中辨識出行為類似的威脅群組，並利用這些資料來預測攻擊者的下一步。使用這種方法時，收集的資料越多，結果就越準確，也降低了所識別的群組只是異常的可能性。因此，分析也必須具備足夠的運算能力，才能大規模擴充現今的威脅數量 - 這是手動無法做到的。機器學習和自動化讓資料排序更快、更有效、更精準。最後，將這種方法與動態威脅分析結合，是精確偵測複雜且前所未見的威脅的唯一方法。

## 2.以比攻擊擴散更快的速度產生防護措施

一旦識別出威脅，就需要以比攻擊蔓延至整個組織網路、 [端點](https://www.paloaltonetworks.tw/cyberpedia/what-is-an-endpoint?ts=markdown)、 或雲端更快的速度建立並發佈防護措施。由於分析會增加時間上的懲罰，因此阻止新發現攻擊的最佳地點不是在發現攻擊的地點，而是在攻擊預測的下一步。手動為不同的安全技術和執行點建立一整套能夠對抗未來行為的保護措施，是一個冗長的過程，不僅進度緩慢，而且在環境中相關性不同的安全供應商，以及沒有適當的控制和資源時，也是非常困難的。自動化可以加快建立防護的程序，而不會造成資源緊張，同時又能跟上攻擊的步伐。

## 3.實作防護的速度比攻擊進展的速度更快

一旦建立了防護措施，就需要實作以防止攻擊在其生命週期中進一步發展。防護措施不僅要在發現威脅的地點執行，也要在組織內的所有技術中執行，以針對攻擊的目前和未來行為提供一致的防護。在分發防護措施時利用自動化，是比自動化且協調良好的攻擊行動更快，並阻止攻擊的唯一方法。透過自動化、大資料攻擊順序及自動產生和發佈防護措施，您能更準確地預測未知攻擊的下一步，並快速採取行動加以預防。

## 4.偵測網路中已存在的感染

當威脅進入網路的那一刻，計時器就會開始倒數，直到它變成入侵為止。要在資料離開網路前阻止攻擊，您必須比攻擊本身行動得更快。為了識別受感染的主機或可疑行為，您必須能夠分析環境中的資料，從時間上向前向後，尋找顯示環境中主機已被感染的行為組合。與分析嘗試進入網路的未知威脅類似，手動將整個網路、端點和雲端的資料相關性並進行分析，難以大規模進行。自動化可加快分析速度，若網路中的主機受到攻擊，也可加快偵測和介入。

攻擊者利用自動化快速移動，以驚人的速度部署新的威脅。跟上並有效防禦這些威脅的唯一方法，就是將自動化作為網路安全工作的一部分。 下一代安全平台 可快速分析資料，將未知的威脅轉化為已知的威脅，建立攻擊 DNA，並透過組織自動建立以及強制執行一整套保護措施，以阻止攻擊生命週期。  
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