Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.
You’ll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Müller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book.
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This book is an introduction for the reader into the wonderful world of embedded device hacking. The book focuses on the smart home controllers and teaches how to evaluate the security mechanisms provided by these controllers. The book uses Veralite Smart Home Controller as an example of depicting the methodology. The "Internet of Things" phenomenon has caught up with the home automation industry and this opens up the consumers using these smart home controllers to security issues that they never would have thought about earlier. The security issues introduced by these smart home controllers allows an attacker/burglar to control everything from an IP camera to door locks in the user's home. The aim of this book is to educate the modern day tech-savy consumers about the security issues that they need to be aware about when making choices about the smart home controllers that control pretty much everything in their homes. However, keep in mind this book is extremely technical in nature!!!
This book presents a novel framework to reconceptualize Internet governance and better manage cyber attacks. Specifically, it makes an original contribution by examining the potential of polycentric regulation to increase accountability through bottom-up action. It also provides a synthesis of the current state of cybersecurity research, bringing features of the cloak and dagger world of cyber attacks to light and comparing and contrasting the cyber threat to all relevant stakeholders. Throughout the book, cybersecurity is treated holistically, covering outstanding issues in law, science, economics, and politics. This interdisciplinary approach is an exemplar of how strategies from different disciplines as well as the private and public sectors may cross-pollinate to enhance cybersecurity. Case studies and examples illustrate what is at stake and identify best practices. The book discusses technical issues of Internet governance and cybersecurity while presenting the material in an informal, straightforward manner. The book is designed to inform readers about the interplay of Internet governance and cybersecurity and the potential of polycentric regulation to help foster cyber peace.
This book examines cyberspace superiority in nation-state conflict from both a theoretical and a practical perspective.
This volume analyses superiority concepts from the domains of land, maritime, and air to build a model that can be applied to cyberspace. Eight different cyberspace conflicts between nation states are examined and the resulting analysis is combined with theoretical concepts to present the reader with a conclusion. Case studies include the conflict between Russia and Estonia (2007), North Korea and the US and South Korea (2009) and Saudi Arabia and Iran in the Aramco attack (2012). The book uses these case studies to examine cyberspace superiority as an analytical framework to understand conflict in this domain between nation-states. Furthermore, the book makes the important distinction between local and universal domain superiority, and presents a unique model to relate this superiority in all domains, as well as a more detailed model of local superiority in cyberspace. Through examining the eight case studies, the book develops a rigorous system to measure the amount of cyberspace superiority achieved by a combatant in a conflict, and seeks to reveal if cyberspace superiority proves to be a significant advantage for military operations at the tactical, operational, and strategic levels.
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