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Machine Learning
Machine learning, one of the top emerging sciences, has an extremely broad range of applications. However, many books on the subject provide only a theoretical approach, making it difficult for a newcomer to grasp the subject material. This book provides a more practical approach by explaining the concepts of machine learning algorithms and describing the areas of application for each algorithm, using simple practical examples to demonstrate each algorithm and showing how different issues related to these algorithms are applied.
Automatic Defense Against Zero-day Polymorphic Worms in Communication Networks
Able to propagate quickly and change their payload with each infection, polymorphic worms have been able to evade even the most advanced intrusion detection systems (IDS). And, because zero-day worms require only seconds to launch flooding attacks on your servers, using traditional methods such as manually creating and storing signatures to de
Enterprise Architecture and Information Assurance
This book provides guidance on designing complex, highly available enterprise architectures that integrate the most critical aspects of an organization's business processes. Considering the lack of tolerance of enterprise for operational interruptions or the risks that accompany theft and loss of data, this reference describes how to ensure your organization is prepared for the unexpected. The text also aids in containing liability with guidance on network and application vulnerability assessments, intrusion detection and penetration testing, incident response planning, risk mitigation audits/reviews, and business continuity and disaster recovery planning.
Data Mining Mobile Devices
With today's consumers spending more time on their mobiles than on their PCs, new methods of empirical stochastic modeling have emerged that can provide marketers with detailed information about the products, content, and services their customers desire.Data Mining Mobile Devices defines the collection of machine-sensed environmental data pertainin
Iris Biometric Model for Secured Network Access
In the last few years, biometric techniques have proven their ability to provide secure access to shared resources in various domains. Furthermore, software agents and multi-agent systems (MAS) have shown their efficiency in resolving critical network problems. Iris Biometric Model for Secured Network Access proposes a new model, the IrisCryptoAgen
MACHINE LEARNING APPLICATIONS
There is a great deal of individualization involved in the process of learning for every one of us. The subject "Is Man a Machine?" was presented by Will Durant in his wellknown book, The Pleasures of Philosophy. In the study titled "Is Man a Machine?", Durant composed lines that are regarded to be masterpieces. These statements include: "Here is a youth; When you take into consideration the fact that it is striving to lift itself to a vertical dignity for the very first time, it is doing it with both fear and courage; why should it be so eager to stand and walk? In addition, why should it shake with an insatiable curiosity, with a hazardous and unquenchable ambition, with touching and tast...
Security for Service Oriented Architectures
This book examines both application and security architectures and illustrates the relationship between the two. Supplying authoritative guidance through the design of distributed and resilient applications, it provides an overview of the various standards that service oriented and distributed applications leverage to provide the understanding required to make intelligent decisions regarding their design. The book reviews recent research on access control for simple and conversation-based web services, advanced digital identity management techniques, and access control for web-based workflows.
Conducting Network Penetration and Espionage in a Global Environment
When it’s all said and done, penetration testing remains the most effective way to identify security vulnerabilities in computer networks. Conducting Network Penetration and Espionage in a Global Environment provides detailed guidance on how to perform effective penetration testing of computer networks—using free, open source, and commercially available tools, including Backtrack, Metasploit, Wireshark, Nmap, Netcat, and Nessus. It also considers exploits and other programs using Python, PERL, BASH, PHP, Ruby, and Windows PowerShell. The book taps into Bruce Middleton’s decades of experience with computer security, including penetration testing of military networks, the White House, ut...
The Frugal CISO
If you're an information security professional today, you are being forced to address growing cyber security threats and ever-evolving compliance requirements, while dealing with stagnant and decreasing budgets. The Frugal CISO: Using Innovation and Smart Approaches to Maximize Your Security Posture describes techniques you can immediately put to u
Conflict and Cooperation in Cyberspace
Conflict and Cooperation in Cyberspace: The Challenge to National Security brings together some of the world's most distinguished military leaders, scholars, cyber operators, and policymakers in a discussion of current and future challenges that cyberspace poses to the United States and the world. Maintaining a focus on policy-relevant solutions, i
