Information Security Analytics: Finding Security Insights, Patterns, and Anomalies in Big Data
Autor Mark Talabis, Jason Martin, Robert McPherson, Inez Miyamotoen Limba Engleză Paperback – 27 noi 2014
Information Security Analytics dispels the myth that analytics within the information security domain is limited to just security incident and event management systems and basic network analysis. Analytic techniques can help you mine data and identify patterns and relationships in any form of security data. Using the techniques covered in this book, you will be able to gain security insights into unstructured big data of any type.
The authors of Information Security Analytics bring a wealth of analytics experience to demonstrate practical, hands-on techniques through case studies and using freely-available tools that will allow you to find anomalies and outliers by combining disparate data sets. They also teach you everything you need to know about threat simulation techniques and how to use analytics as a powerful decision-making tool to assess security control and process requirements within your organization. Ultimately, you will learn how to use these simulation techniques to help predict and profile potential risks to your organization.
- Written by security practitioners, for security practitioners
- Real-world case studies and scenarios are provided for each analytics technique
- Learn about open-source analytics and statistical packages, tools, and applications
- Step-by-step guidance on how to use analytics tools and how they map to the techniques and scenarios provided
- Learn how to design and utilize simulations for "what-if" scenarios to simulate security events and processes
- Learn how to utilize big data techniques to assist in incident response and intrusion analysis
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Specificații
ISBN-13: 9780128002070
ISBN-10: 0128002077
Pagini: 182
Ilustrații: 30 illustrations
Dimensiuni: 191 x 235 x 10 mm
Greutate: 0.38 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0128002077
Pagini: 182
Ilustrații: 30 illustrations
Dimensiuni: 191 x 235 x 10 mm
Greutate: 0.38 kg
Editura: ELSEVIER SCIENCE
Cuprins
Chapter 1: Analytics Defined
Chapter 2: Primer on Analytics Software and Tools
Chapter 3: Analytics and Incident Response
Chapter 4: Simulations and Security Processes
Chapter 5: Access Analytics
Chapter 6: Technical Risk Profiling
Chapter 7: Security Intelligence and Next Steps
Chapter 2: Primer on Analytics Software and Tools
Chapter 3: Analytics and Incident Response
Chapter 4: Simulations and Security Processes
Chapter 5: Access Analytics
Chapter 6: Technical Risk Profiling
Chapter 7: Security Intelligence and Next Steps
Recenzii
"...a good how-to guide with plenty of coding examples, to show the reader how to effectively use the tools to make sense of the data they have....the gold-standard on the topic." --RSAConference.com