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出版者:Addison-Wesley Professional

作者:Raffael Marty

出品人:

页数:552

译者:

出版时间:2008-08-11

价格:USD 54.99

装帧:Paperback

isbn号码:9780321510105

丛书系列:

图书标签:

信息安全
可视化
安全可视化
网络安全
数据挖掘
visualization
信息安全
数据可视化
网络安全
安全分析
威胁情报
可视化分析
安全运营
数据科学
安全监控
入侵检测

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具体描述

APPLIED SECURITY VISUALIZATION "Collecting log data is one thing, having relevant information is something else. The art to transform all kinds of log data into meaningful security information is the core of this book. Raffy illustrates in a straight forward way, and with hands-on examples, how such a challenge can be mastered. Let's get inspired." -Andreas Wuchner, Head of Global IT Security, Novartis Use Visualization to Secure Your Network Against the Toughest, Best-Hidden Threats As networks become ever more complex, securing them becomes more and more difficult. The solution is visualization. Using today's state-of-the-art data visualization techniques, you can gain a far deeper understanding of what's happening on your network right now. You can uncover hidden patterns of data, identify emerging vulnerabilities and attacks, and respond decisively with countermeasures that are far more likely to succeed than conventional methods. In Applied Security Visualization, leading network security visualization expert Raffael Marty introduces all the concepts, techniques, and tools you need to use visualization on your network. You'll learn how to identify and utilize the right data sources, then transform your data into visuals that reveal what you really need to know. Next, Marty shows how to use visualization to perform broad network security analyses, assess specific threats, and even improve business compliance. He concludes with an introduction to a broad set of visualization tools. The book's CD also includes DAVIX, a compilation of freely available tools for security visualization. You'll learn how to: * Intimately understand the data sources that are essential for effective visualization * Choose the most appropriate graphs and techniques for your IT data * Transform complex data into crystal-clear visual representations * Iterate your graphs to deliver even better insight for taking action * Assess threats to your network perimeter, as well as threats imposed by insiders * Use visualization to manage risks and compliance mandates more successfully * Visually audit both the technical and organizational aspects of information and network security * Compare and master today's most useful tools for security visualization Contains the live CD Data Analysis and Visualization Linux (DAVIX). DAVIX is a compilation of powerful tools for visualizing networks and assessing their security. DAVIX runs directly from the CD-ROM, without installation. Raffael Marty is chief security strategist and senior product manager for Splunk, the leading provider of large-scale, high-speed indexing and search technology for IT infrastructures. As customer advocate and guardian, he focuses on using his skills in data visualization, log management, intrusion detection, and compliance. An active participant on industry standards committees such as CEE (Common Event Expression) and OVAL (Open Vulnerability and Assessment Language), Marty created the Thor and AfterGlow automation tools, and founded the security visualization portal secviz.org. Before joining Splunk, he managed the solutions team at ArcSight, served as IT security consultant for PriceWaterhouseCoopers, and was a member of the IBM Research Global Security Analysis Lab.

《Applied Security Visualization》：洞察安全态势的视觉语言在信息安全日益复杂和动态演变的今天，理解和应对潜在威胁的能力至关重要。然而，海量的数据、繁复的网络结构以及瞬息万变的攻击手段，使得传统的信息安全分析方法常常捉襟见肘。如何有效地提炼关键信息，快速识别异常行为，并清晰地向决策者传达安全态势，成为摆在安全专业人士面前的严峻挑战。《Applied Security Visualization》应运而生，它不仅是一本介绍安全可视化技术的书籍，更是一套帮助您掌握洞察安全态势的视觉语言的指南。本书深入探讨了如何利用强大的可视化技术，将原本抽象、晦涩的安全数据转化为直观、易于理解的图形和交互式界面。我们相信，通过精心设计的可视化，能够极大地提升安全分析的效率和深度，从而帮助组织更从容地应对层出不穷的安全风险。本书内容涵盖但不限于以下核心领域：第一部分：安全可视化的基础理论与原则在深入探讨具体可视化技术之前，我们首先建立了坚实的基础。本部分将带领您探索安全可视化背后的核心理念，包括：为何需要安全可视化？我们将剖析传统安全分析的局限性，并阐述可视化在提升洞察力、加速响应和改善沟通方面的独特价值。您将理解为何“一图胜千言”在安全领域同样适用，甚至更为关键。可视化设计的黄金法则：好的可视化并非随意绘制，而是遵循一系列认知心理学和信息设计原则。本部分将详细介绍如何选择合适的可视化类型（如折线图、散点图、网络图、热力图等），如何有效利用颜色、形状、大小和布局来传达信息，以及如何避免视觉误导，确保数据的准确性和清晰度。数据驱动的可视化：了解安全数据是如何产生的，以及如何将其转化为可用于可视化的格式。我们将探讨常见安全数据源，如日志文件、网络流量、入侵检测系统警报、漏洞扫描报告等，并介绍数据预处理和特征提取的关键技术。第二部分：关键安全领域的可视化应用本书将聚焦于安全领域中的几个核心应用场景，并展示如何运用可视化技术来解决实际问题：网络流量分析与异常检测：网络是现代信息系统的动脉，也是攻击者最常活动的区域。我们将在这一部分深入探讨如何可视化网络流量，例如通过绘制流量拓扑图、分析协议分布、识别异常通信模式、追踪恶意连接等。您将学习如何使用可视化工具来发现潜在的网络入侵、数据泄露和僵尸网络活动。威胁情报的集成与态势感知：威胁情报是安全防护的基石。本书将介绍如何将来自不同源的威胁情报（如IP信誉、恶意域名、攻击者IOCs等）进行可视化集成，构建统一的安全态势感知平台。通过交互式地图、时间轴分析和关联性可视化，您可以更清晰地了解当前面临的威胁，并做出明智的防御决策。安全事件响应与溯源：当安全事件发生时，快速响应和准确溯源是控制损失的关键。本部分将展示如何利用可视化技术来梳理事件发生的过程、识别攻击路径、定位受感染主机、分析恶意代码行为等。通过事件时间线、攻击图谱和行为轨迹可视化，安全分析师可以更高效地完成事件调查。漏洞管理与风险评估：了解和管理组织内的安全漏洞是主动防御的重要环节。本书将介绍如何可视化漏洞分布、优先级排序、修复状态以及攻击面。通过易于理解的漏洞地图和趋势图，管理层可以更清晰地了解组织的风险状况，并指导资源分配。用户行为分析（UBA）与内部威胁检测：内部威胁往往难以防范，但通过对用户行为数据的可视化分析，可以有效地识别异常活动。我们将探讨如何可视化用户登录模式、文件访问行为、权限变更以及特权账户的异常使用，从而帮助您及时发现潜在的内部泄密或滥用行为。第三部分：实现与实践理论和应用最终需要落地。本部分将为您提供实现安全可视化所需的工具、技术和实践建议：常用安全可视化工具介绍：我们将对业界主流的安全可视化工具进行客观的介绍和评价，包括开源和商业解决方案。您将了解这些工具的功能、适用场景以及如何进行选择和部署。构建定制化可视化解决方案：对于特定需求，可能需要构建定制化的可视化方案。本部分将介绍常用的编程语言（如Python、JavaScript）和可视化库（如D3.js、Plotly、Matplotlib等），以及如何利用它们来创建灵活、强大的安全可视化应用。最佳实践与未来趋势：最后，我们将总结安全可视化的最佳实践，包括如何持续优化可视化设计、如何培养团队的可视化分析能力，并展望安全可视化技术的未来发展方向，如AI驱动的自动化可视化、AR/VR在安全态势感知中的应用等。《Applied Security Visualization》是一本为信息安全从业者、网络安全分析师、安全架构师以及任何对提升数据洞察力感兴趣的读者量身打造的书籍。无论您是刚入行的新手，还是经验丰富的专家，本书都能为您提供宝贵的知识和实用的技能，帮助您更好地理解、分析和应对复杂多变的安全挑战。通过掌握本书所传授的视觉语言，您将能够更清晰地洞察安全态势，更有效地保护您的组织免受数字威胁的侵害。

作者简介

Raffael Marty is Chief Security Strategist and Senior Product Manager for Splunk, the leading provider of large-scale, high-speed indexing and search technology for IT infrastructures. As customer advocate and guardian, he focuses on using his skills in data visualization, log management, intrusion detection, and compliance. An active participant on industry standards committees such as CEE (Common Event Expression) and OVAL (Open Vulnerability and Assessment Language),Marty created the Thor and AfterGlow automation tools and founded the security visualization portal secviz.org. Raffy’s passion for security visualization is evident in the many presentations he gives at conferences around the world. Prior to writing Applied Security Visualization, he contributed to a number of books on security and visualization. Before joining Splunk, Raffy managed the solutions team at ArcSight, served as IT security consultant for PriceWaterhouseCoopers, and was a member of the IBM Research Global Security Analysis Lab.