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Data Warehousing and Data Mining Techniques for Cyber Security

2007-04-06 Computers
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Release : 2007-04-06
Genre : Computers
Kind : eBook
Book Rating : 539/5 ( reviews)

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Book Synopsis Data Warehousing and Data Mining Techniques for Cyber Security by : Anoop Singhal

Download or read book Data Warehousing and Data Mining Techniques for Cyber Security written by Anoop Singhal. This book was released on 2007-04-06. Available in PDF, EPUB and Kindle. Book excerpt: The application of data warehousing and data mining techniques to computer security is an important emerging area, as information processing and internet accessibility costs decline and more and more organizations become vulnerable to cyber attacks. These security breaches include attacks on single computers, computer networks, wireless networks, databases, or authentication compromises. This book describes data warehousing and data mining techniques that can be used to detect attacks. It is designed to be a useful handbook for practitioners and researchers in industry, and is also suitable as a text for advanced-level students in computer science.

Data Mining and Machine Learning in Cybersecurity

2016-04-19 Computers
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Release : 2016-04-19
Genre : Computers
Kind : eBook
Book Rating : 433/5 ( reviews)

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Book Synopsis Data Mining and Machine Learning in Cybersecurity by : Sumeet Dua

Download or read book Data Mining and Machine Learning in Cybersecurity written by Sumeet Dua. This book was released on 2016-04-19. Available in PDF, EPUB and Kindle. Book excerpt: 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

Applications of Data Mining in Computer Security

2012-12-06 Computers
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Release : 2012-12-06
Genre : Computers
Kind : eBook
Book Rating : 53X/5 ( reviews)

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Book Synopsis Applications of Data Mining in Computer Security by : Daniel Barbará

Download or read book Applications of Data Mining in Computer Security written by Daniel Barbará. This book was released on 2012-12-06. Available in PDF, EPUB and Kindle. Book excerpt: Data mining is becoming a pervasive technology in activities as diverse as using historical data to predict the success of a marketing campaign, looking for patterns in financial transactions to discover illegal activities or analyzing genome sequences. From this perspective, it was just a matter of time for the discipline to reach the important area of computer security. Applications Of Data Mining In Computer Security presents a collection of research efforts on the use of data mining in computer security. Applications Of Data Mining In Computer Security concentrates heavily on the use of data mining in the area of intrusion detection. The reason for this is twofold. First, the volume of data dealing with both network and host activity is so large that it makes it an ideal candidate for using data mining techniques. Second, intrusion detection is an extremely critical activity. This book also addresses the application of data mining to computer forensics. This is a crucial area that seeks to address the needs of law enforcement in analyzing the digital evidence.

Data Mining Tools for Malware Detection

2016-04-19 Computers
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Release : 2016-04-19
Genre : Computers
Kind : eBook
Book Rating : 556/5 ( reviews)

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Book Synopsis Data Mining Tools for Malware Detection by : Mehedy Masud

Download or read book Data Mining Tools for Malware Detection written by Mehedy Masud. This book was released on 2016-04-19. Available in PDF, EPUB and Kindle. Book excerpt: Although the use of data mining for security and malware detection is quickly on the rise, most books on the subject provide high-level theoretical discussions to the near exclusion of the practical aspects. Breaking the mold, Data Mining Tools for Malware Detection provides a step-by-step breakdown of how to develop data mining tools for malware d

Privacy Preserving Data Mining

2006-09-28 Computers
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Release : 2006-09-28
Genre : Computers
Kind : eBook
Book Rating : 899/5 ( reviews)

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Book Synopsis Privacy Preserving Data Mining by : Jaideep Vaidya

Download or read book Privacy Preserving Data Mining written by Jaideep Vaidya. This book was released on 2006-09-28. Available in PDF, EPUB and Kindle. Book excerpt: Privacy preserving data mining implies the "mining" of knowledge from distributed data without violating the privacy of the individual/corporations involved in contributing the data. This volume provides a comprehensive overview of available approaches, techniques and open problems in privacy preserving data mining. Crystallizing much of the underlying foundation, the book aims to inspire further research in this new and growing area. Privacy Preserving Data Mining is intended to be accessible to industry practitioners and policy makers, to help inform future decision making and legislation, and to serve as a useful technical reference.

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