Download Data Driven Security- Analysis, Visualization and Dashboards - Jay Jacobs

Sinopsis

In recent years, cybersecurity has taken center stage in the personal and professional lives of the majority of the global population. Data breaches are a daily occurrence, and intelligent adversaries target consumers, corporations, and governments with practically no fear of being detected or facing consequences for their actions. This is all occurring while the systems, networks, and applications that comprise the backbones of commerce and critical infrastructure are growing ever more complex, interconnected, and unwieldy. Defenses built solely on the elements of faith-based security—unaided intuition and “best” practices— are no longer sufficient to protect us. The era of the security shaman is rapidly fading, and it’s time to adopt the proven tools and techniques being used in other disciplines to take an evolutionary step into Data-Driven Security.

Content

1. The journey to data driven security
2. Building to analytics toolbox : a prime on using R and Python for security analysis
3. Learning the hello world of security data analysis
4. Performing exploratory security data analysis
5. From maps to regression
6. Visualizing security data
7. Learning from security breaches
8. Breaking up with your relational database
9. Demystifying machine learning
10. Designing Effective security dashboards
11. Building interactive security visualizations
12. Moving toward data- driven security

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