Data Mining and Machine Learning in Cybersecurity by Sumeet Dua, Sumeet
Data Mining and Machine Learning in Cybersecurity by Sumeet Dua, Sumeet PDF, ePub eBook D0wnl0ad
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. It also:
- 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.
From reader reviews:
Samuel Stratton:
Often the book Data Mining and Machine Learning in Cybersecurity will bring you to definitely the new experience of reading any book. The author style to explain the idea is very unique. In case you try to find new book to see, this book very suitable to you. The book Data Mining and Machine Learning in Cybersecurity is much recommended to you to study. You can also get the e-book through the official web site, so you can quicker to read the book.
Lucy Nelson:
Can you one of the book lovers? If so, do you ever feeling doubt when you are in the book store? Aim to pick one book that you just dont know the inside because don't ascertain book by its protect may doesn't work this is difficult job because you are afraid that the inside maybe not while fantastic as in the outside seem likes. Maybe you answer could be Data Mining and Machine Learning in Cybersecurity why because the amazing cover that make you consider about the content will not disappoint you actually. The inside or content is definitely fantastic as the outside or even cover. Your reading sixth sense will directly direct you to pick up this book.
Jonathan Baker:
That e-book can make you to feel relax. This specific book Data Mining and Machine Learning in Cybersecurity was colorful and of course has pictures around. As we know that book Data Mining and Machine Learning in Cybersecurity has many kinds or type. Start from kids until young adults. For example Naruto or Investigation company Conan you can read and feel that you are the character on there. Therefore , not at all of book usually are make you bored, any it makes you feel happy, fun and loosen up. Try to choose the best book to suit your needs and try to like reading this.
Read Data Mining and Machine Learning in Cybersecurity by Sumeet Dua, Sumeet for online ebook
Data Mining and Machine Learning in Cybersecurity by Sumeet Dua, Sumeet Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Data Mining and Machine Learning in Cybersecurity by Sumeet Dua, Sumeet books to read online.
Komentar
Posting Komentar