Data Warehousing and Data Mining Techniques for Cyber Security - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data Warehousing and Data Mining Techniques for Cyber Security write by Anoop Singhal. This book was released on 2007-04-06. Data Warehousing and Data Mining Techniques for Cyber Security available in PDF, EPUB and Kindle. 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.
Applications of Data Mining in Computer Security
Applications of Data Mining in Computer Security - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applications of Data Mining in Computer Security write by Daniel Barbará. This book was released on 2012-12-06. Applications of Data Mining in Computer Security available in PDF, EPUB and Kindle. 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 and Machine Learning in Cybersecurity
Data Mining and Machine Learning in Cybersecurity - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data Mining and Machine Learning in Cybersecurity write by Sumeet Dua. This book was released on 2016-04-19. Data Mining and Machine Learning in Cybersecurity available in PDF, EPUB and Kindle. 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
Data Mining and Data Warehousing
Data Mining and Data Warehousing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data Mining and Data Warehousing write by Parteek Bhatia. This book was released on 2019-04-30. Data Mining and Data Warehousing available in PDF, EPUB and Kindle. Written in lucid language, this valuable textbook brings together fundamental concepts of data mining and data warehousing in a single volume. Important topics including information theory, decision tree, Naïve Bayes classifier, distance metrics, partitioning clustering, associate mining, data marts and operational data store are discussed comprehensively. The textbook is written to cater to the needs of undergraduate students of computer science, engineering and information technology for a course on data mining and data warehousing. The text simplifies the understanding of the concepts through exercises and practical examples. Chapters such as classification, associate mining and cluster analysis are discussed in detail with their practical implementation using Weka and R language data mining tools. Advanced topics including big data analytics, relational data models and NoSQL are discussed in detail. Pedagogical features including unsolved problems and multiple-choice questions are interspersed throughout the book for better understanding.
Privacy Preserving Data Mining
Privacy Preserving Data Mining - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Privacy Preserving Data Mining write by Jaideep Vaidya. This book was released on 2006-09-28. Privacy Preserving Data Mining available in PDF, EPUB and Kindle. 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.
