Applied Math for Security: A Pythonic Introduction to Graph Theory and Computational Geometry

Daniel,Reilly

ISBN 10: 1718502567 ISBN 13: 9781718502567

Editorial: No Starch Press 2023-09-19, 2023

Idioma: Ingl�s

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T�tulo

Applied Math for Security: A Pythonic Introduction to Graph Theory and Computational Geometry

Editor

No Starch Press 2023-09-19

Fecha de publicaci�n

2023

Idioma

Ingl�s

ISBN 10

1718502567

ISBN 13

9781718502567

Encuadernaci�n

Paperback

Estado

New

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Sinopsis

Use applied math to map fire stations, develop facial recognition software, solve the art gallery problem and more in this hands-on, real-world infosec book.

Explore the intersection of mathematics and computer security with this engaging and accessible guide.

Math for Security will equip you with essential tools to tackle complex security problems head on. All you need are some basic programming skills. Once you’ve set up your development environment and reviewed the necessary Python syntax and math notation in the early chapters, you’ll dive deep into practical applications, leveraging the power of math to analyze networks, optimize resource distribution, and much more. In the book’s final chapters, you’ll take your projects from proof of concepts to viable applications and explore options for delivering them to end users.

As you work through various security scenarios, you’ll:

Employ packet analysis and graph theory to detect data exfiltration attempts in a network
Predict potential targets and find weaknesses in social networks with Monte Carlo simulations
Use basic geometry and OpenCell data to triangulate a phone’s location without GPS
Apply computational geometry to Voronoi diagrams for use in emergency service planning
Train a facial recognition system with machine learning for real-time identity verification
Use spatial analysis to distribute physical security features effectively in an art gallery

Whether you’re an aspiring security professional, a social network analyst, or an innovator seeking to create cutting-edge security solutions, this book will empower you to solve complex problems with precision and confidence. Embrace the intricate world of math as your secret weapon in computer security!

Covers Python 3.x

Acerca del autor

Daniel Reilly is a security researcher, analyst, and consultant based out of Seattle, WA. He has worked in the security field for 20 years, more than half of which has been spent developing and managing operational security for small businesses.

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