machine_learning_and_security.pdf

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Machine
Learning &
Security
PROTECTING SYSTEMS WITH DATA AND ALGORITHMS
Clarence Chio & David Freeman
Praise for
Machine Learning and Security
The future of security and safety online is going to be defined by the ability of defenders
to deploy machine learning to find and stop malicious activity at Internet scale and speed.
Chio and Freeman have written the definitive book on this topic, capturing the latest in
academic thinking as well as hard-learned lessons deploying ML to keep people safe in
the field.
—Alex Stamos, Chief Security Officer, Facebook
An excellent practical guide for anyone looking to learn how machine learning techniques
are used to secure computer systems, from detecting anomalies to protecting end users.
—Dan Boneh, Professor of Computer Science,
Stanford University
If you’ve ever wondered what machine learning in security looks like, this book
gives you an HD silhouette.
—Nwokedi C. Idika, PhD, Software Engineer, Google,
Security & Privacy Organization
Protecting Systems with Data and Algorithms
Machine Learning and Security
Clarence Chio and David Freeman
Beijing
Boston Farnham Sebastopol
Tokyo

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