Another release in our popular “Computer World: Books for IT Leaders” series, Information Warfare explains the methodologies behind hacks and cyber attacks and provides defensive strategies and counter measures designed to help companies survive infrastructure attacks, military conflicts, competitive intelligence gathering, economic warfare, and corporate espionage. The authors are renowned industry experts–Michael Erbschloe has connections with the government and is known for his analysis of The Love Bug.
With the rapid advancement of information discovery techniques, machine learning and data mining continue to play a significant role in cybersecurity. Although several conferences, workshops, and journals focus on the fragmented research topics in this area, there has been no single interdisciplinary resource on past and current works and possible paths for future research in this area. This book fills this need.
From basic concepts in machine learning and data mining to advanced problems in the machine learning domain, Data Mining and Machine Learning in Cybersecurity provides a unified reference for specific machine learning solutions to cybersecurity problems. It supplies a foundation in cybersecurity fundamentals and surveys contemporary challenges—detailing cutting-edge machine learning and data mining techniques.
Unveils cutting-edge techniques for detecting new attacks
Contains in-depth discussions of machine learning solutions to detection problems
Categorizes methods for detecting, scanning, and profiling intrusions and anomalies
Surveys contemporary cybersecurity problems and unveils state-of-the-art machine learning and data mining solutions
Details privacy-preserving data mining methods
This interdisciplinary resource includes technique review tables that allow for speedy access to common cybersecurity problems and associated data mining methods. Numerous illustrative figures help readers visualize the workflow of complex techniques and more than forty case studies provide a clear understanding of the design and application of data mining and machine learning techniques in cybersecurity.
Protect your wireless systems from crippling attacks using the detailed security information in this comprehensive volume. Thoroughly updated to cover today’s established and emerging wireless technologies, Hacking Exposed Wireless, second edition reveals how attackers use readily available and custom tools to target, infiltrate, and hijack vulnerable systems. This book discusses the latest developments in Wi-Fi, Bluetooth, ZigBee, and DECT hacking, and explains how to perform penetration tests, reinforce WPA protection schemes, mitigate packet injection risk, and lock down Bluetooth and RF devices. Cutting-edge techniques for exploiting Wi-Fi clients, WPA2, cordless phones, Bluetooth pairing, and ZigBee encryption are also covered in this fully revised guide.
Build and configure your Wi-Fi attack arsenal with the best hardware and software tools
Explore common weaknesses in WPA2 networks through the eyes of an attacker
Leverage post-compromise remote client attacks on Windows 7 and Mac OS X
Master attack tools to exploit wireless systems, including Aircrack-ng, coWPAtty, Pyrit, IPPON, FreeRADIUS-WPE, and the all new KillerBee
Evaluate your threat to software update impersonation attacks on public networks
Assess your threat to eavesdropping attacks on Wi-Fi, Bluetooth, ZigBee, and DECT networks using commercial and custom tools
Develop advanced skills leveraging Software Defined Radio and other flexible frameworks
Apply comprehensive defenses to protect your wireless devices and infrastructure
Do you need to keep up with the latest hacks, attacks, and exploits effecting USB technology? Then you need Seven Deadliest USB Attacks. This book pinpoints the most dangerous hacks and exploits specific to USB, laying out the anatomy of these attacks including how to make your system more secure. You will discover the best ways to defend against these vicious hacks with step-by-step instruction and learn techniques to make your computer and network impenetrable.
Over the last decade, VxWorks and the IDE Tornado have become the dominating force in the embedded market place. This makes the operating system and its development environment a unique choice to start development for Embedded Applications. This book provides vital information gathered in years of experience working with VxWorks, offering support and fundamental insights into real time development using the platform. It covers Basics, Development and Deployment, giving hints and tips what should be done and what better be omitted. From the Author This book covers the experience I gained over years, supporting vxWorks from version 5.0.2 on.