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 2002-05-31. 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.
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.
Machine Learning and Data Mining for Computer Security
Machine Learning and Data Mining for 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 Machine Learning and Data Mining for Computer Security write by Marcus A. Maloof. This book was released on 2006-02-27. Machine Learning and Data Mining for Computer Security available in PDF, EPUB and Kindle. "Machine Learning and Data Mining for Computer Security" provides an overview of the current state of research in machine learning and data mining as it applies to problems in computer security. This book has a strong focus on information processing and combines and extends results from computer security. The first part of the book surveys the data sources, the learning and mining methods, evaluation methodologies, and past work relevant for computer security. The second part of the book consists of articles written by the top researchers working in this area. These articles deals with topics of host-based intrusion detection through the analysis of audit trails, of command sequences and of system calls as well as network intrusion detection through the analysis of TCP packets and the detection of malicious executables. This book fills the great need for a book that collects and frames work on developing and applying methods from machine learning and data mining to problems in computer security.
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 Barbara Daniel Et Al. This book was released on 2008-12-01. Applications Of Data Mining In Computer Security available in PDF, EPUB and Kindle.
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
