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市場調查報告書

Frost Radar:機器學習為基礎用戶和實體的行動分析(2020年)

Frost Radar: User and Entity Behaviour Analytics Based on Machine Learning, 2020

出版商 Frost & Sullivan 商品編碼 953240
出版日期 內容資訊 英文 33 Pages
商品交期: 最快1-2個工作天內
價格
Frost Radar:機器學習為基礎用戶和實體的行動分析(2020年) Frost Radar: User and Entity Behaviour Analytics Based on Machine Learning, 2020
出版日期: 2020年07月28日內容資訊: 英文 33 Pages
簡介

對於使用各種攻擊手段和方法進行的侵入,企業需要認真研究持續性安全監視。來自組織內部的威脅最難檢測且風險最大。對於公司而言,至關重要的是要擁有安全工具來分析連接到組織網路的用戶以及服務器或應用程式等實體或端點的行為,以檢測異常並將威脅與用戶相關聯。

本報告提供機器學習為基礎用戶關於實體的行動分析刊載了,各企業的優勢,機會,地位等的簡介,策略性洞察能力等資訊。

目錄

策略性命令及成長環境

  • 策略性命令
  • 成長環境

Frost Radar

  • Frost Radar:機器學習為基礎UEBA
  • Frost Radar:競爭環境

活躍的企業

  • Darktrace
  • Exabeam
  • IBM
  • LinkShadow
  • LogRhythm
  • Micro Focus
  • Microsoft
  • Splunk
  • Vectra AI

策略性洞察能力

Frost Radar的有效利用

Frost Radar分析

目錄
Product Code: PB48-72

A Benchmarking System to Spark Companies to Action - Innovation that Fuels New Deal Flow and Growth Pipelines™

As intrusions employ a wide variety of attack vectors and methods, companies have to seriously consider continuous security monitoring, which provides real-time visibility of users and their devices when they attempt to connect to or work on an enterprise network. Security monitoring gives companies the ability to constantly look over their network and remain a step ahead of cyber threats. Different types of user access should be monitored, examined, and reported to prevent unauthorized use of user credentials, malicious access attempts, simultaneous logins, and activity from multiple geographic locations.

Threats that come from within the organization are the most difficult to detect and the most risky. It is crucial for companies to have security tools that analyse the behaviour of users who are connected to the organisation's network, and entities or endpoints such as servers and applications, to detect anomalies and correlate the threats with users.

Security information and event management (SIEM) tools come into play to cover the detection and collocation puzzle, but they typically lack effective and intelligent threat detection and response. SIEM tools can be bypassed by advanced attackers with relative ease, and focus more on real-time threats than extended attacks.

User and entity behaviour analytics (UEBA) is a vital component of any SIEM system. UEBA tools work with SIEM solutions to provide insights into behavioural patterns within the network. By combining both solutions, companies gain the benefits of threat detection techniques that examine both human and machine behaviour. UEBA tools automate the detection of these attacks with analytics-driven visibility. Artificial intelligence techniques, including supervised and unsupervised machine learning, are applied to data from network security infrastructure. Further, a threat hunting capability improves the speed of threat response and reduces investigation time.

The Frost Radar™ reveals the market positioning of companies in an industry using their Growth and Innovation scores as highlighted in the Frost Radar™ methodology. The document presents competitive profiles on each of the companies in the Frost Radar™ based on their strengths, opportunities, and a small discussion on their positioning. Frost & Sullivan analyzes hundreds of companies in the industry and benchmarks them across 10 criteria on the Frost Radar™, where the leading companies in the industry are then positioned. Industry leaders on both the Growth and Innovation indices are recognized as best practice recipients.

Table of Contents

Strategic Imperative and Growth Environment

  • Strategic Imperative
  • Strategic Imperative (continued)
  • Growth Environment

Frost Radar™

  • Frost Radar™: UEBA Based on Machine Learning
  • Frost Radar™: Competitive Environment

Companies to Action

  • Darktrace
  • Exabeam
  • IBM
  • LinkShadow
  • LogRhythm
  • Micro Focus
  • Microsoft
  • Splunk
  • Vectra AI

Strategic Insights

  • Strategic Insights

Next Steps: Leveraging the Frost Radar™ to Empower Key Stakeholders

  • Significance of Being on the Frost Radar™
  • Frost Radar™ Empowers the CEO's Growth Team
  • Frost Radar™ Empowers Investors
  • Frost Radar™ Empowers Customers
  • Frost Radar™ Empowers the Board of Directors

Frost Radar™ Analytics

  • Frost Radar™: Benchmarking Future Growth Potential
  • Frost Radar™: Benchmarking Future Growth Potential
  • Frost Radar™: Benchmarking Future Growth Potential
  • Legal Disclaimer