Sinossi
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
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Informazioni sull?autore
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.
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
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Math for Security: From Graphs and Geometry to Spatial Analysis
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No Starch Press October 2023, 2023
ISBN 10: 1718502567
ISBN 13: 9781718502567
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Math for Security: From Graphs and Geometry to Spatial Analysis
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Math for Security: From Graphs and Geometry to Spatial Analysis
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Math for Security : From Graphs and Geometry to Spatial Analysis
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No Starch Press,US, San Francisco, 2023
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Paperback. Condizione: new. Paperback. 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.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 networkPredict potential targets and find weaknesses in social networks with Monte Carlo simulationsUse basic geometry and OpenCell data to triangulate a phone's location without GPSApply computational geometry to Voronoi diagrams for use in emergency service planningTrain a facial recognition system with machine learning for real-time identity verificationUse spatial analysis to distribute physical security features effectively in an art galleryWhether 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 "A math-based guide for information security practitioners. Teaches how to use concepts from various fields of mathematics, such as graph theory, computational geometry, and statistics, to create and implement ready-to-use security tools. Features code examples in Python and hands-on proof-of-concept projects for solving real-world problems"-- Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Codice articolo 9781718502567
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Math for Security
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Math for Security
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Paperback. Condizione: New. Applied Math for Security is one of the first math-based guides specifically geared for information security practitioners. Readers will learn how to use concepts from various fields of mathematics - like graph theory, computational geometry, and statistics - to create and implement ready-to-use security tools. The book is written in a lively, conversational style that engages readers from the get-go. Chapters are enriched with code examples written in Python, and feature hands-on 'proof of concept' projects that involve developing math-based applications to solve real-world problems. Readers are also able to apply the mathematical constructs that they learn to a variety of challenging scenarios, like determining the ideal location for fire stations, disrupting information flow in a social network, building facial recognition software, and designing custom tools for modern security work. Codice articolo LU-9781718502567
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