The metrics manifesto : confronting security with data /

"This book is predictive security metrics with R. It is a quantitative shift in security strategy and tactics that looks to the sciences, professional sports, and others for cues on measuring improvement (security, predictive analytics, and programming in R). The ultimate goal of this book is t...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Seiersen, Richard, 1967- (Author)
Format: Electronic eBook
Language:Inglés
Published: Hoboken, New Jersey : John Wiley & Sons, Inc., [2022]
Subjects:
Risk assessment > Data processing.
Performance > Measurement > Data processing.
Quantitative research > Data processing.
Security systems > Data processing.
Hazard mitigation > Data processing.
Évaluation du risque > Informatique.
Recherche quantitative > Informatique.
Systèmes de sécurité > Informatique.
Catastrophes > Réduction > Informatique.
Risk assessment > Data processing
Security systems > Data processing
Baseline objectives and optimization measurements.
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • BOOM! : time to event metrics
  • Counting on uncertainty : preparing for burndown, arrival, wait times, and escape rates
  • Burndown rates : shifting right the Bayesian way
  • Risk arrival rates : shift left security metrics
  • Wait-time rates : between arrival and departure is... waiting
  • Escape rates
  • Optimization basics with Bayesian linear regression
  • ABC A/B testing and security ROI
  • Dashboarding with BOOM!
  • Simulating data like a pro.

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