Get Data Mining and Machine Learning in Cybersecurity PDF

By Sumeet Dua,Sumeet

ISBN-10: 1439839425

ISBN-13: 9781439839423

With the fast development of data discovery suggestions, desktop studying and information mining proceed to play an important function in cybersecurity. even if numerous meetings, workshops, and journals concentrate on the fragmented learn issues during this sector, there was no unmarried interdisciplinary source on prior and present works and attainable paths for destiny study during this zone. This booklet fills this need.

From easy innovations in desktop studying and knowledge mining to complex difficulties within the laptop studying area, Data Mining and desktop studying in Cybersecurity offers a unified reference for particular computer studying options to cybersecurity difficulties. It offers a beginning in cybersecurity basics and surveys modern challenges—detailing state of the art computer studying and information mining recommendations. It additionally:

  • Unveils state of the art suggestions for detecting new attacks

  • Contains in-depth discussions of computer studying recommendations to detection problems

  • Categorizes tools for detecting, scanning, and profiling intrusions and anomalies

  • Surveys modern cybersecurity difficulties and unveils state of the art computing device studying and knowledge mining suggestions

  • Details privacy-preserving facts mining equipment

This interdisciplinary source comprises process assessment tables that let for fast entry to universal cybersecurity difficulties and linked facts mining tools. a number of illustrative figures support readers visualize the workflow of advanced thoughts and greater than 40 case experiences supply a transparent figuring out of the layout and alertness of knowledge mining and computing device studying recommendations in cybersecurity.

Show description

Read Online or Download Data Mining and Machine Learning in Cybersecurity PDF

Best computer systems analysis & design books

Get Algorithms in C++, Parts 1-4: Fundamentals, Data Structure, PDF

Robert Sedgewick has completely rewritten and considerably improved and up to date his renowned paintings to supply present and finished insurance of significant algorithms and information constructions. Christopher Van Wyk and Sedgewick have built new C++ implementations that either exhibit the equipment in a concise and direct demeanour, and in addition supply programmers with the sensible potential to check them on genuine functions.

Download e-book for kindle: Hardware Based Packet Classification for High Speed Internet by Chad R. Meiners,Alex X. Liu,Eric Torng

Established Packet category for top pace net Routers provides the newest advancements in dependent packet class algorithms and architectures. This booklet describes 5 tools which lessen the gap that classifiers occupy inside of TCAMs; TCAM Razor, All-Match Redundancy elimination, Bit Weaving, Sequential Decomposition, and Topological changes.

New PDF release: Industrial Applications of Formal Methods to Model, Design

Formal tools are mathematically-based concepts, usually supported by way of reasoning instruments, that may provide a rigorous and powerful technique to version, layout and research computers. the aim of this learn is to judge foreign commercial adventure in utilizing formal tools. The instances chosen are consultant of industrial-grade initiatives and span quite a few software domain names.

Download e-book for kindle: Growing Business Intelligence: An Agile Approach to by Larry Burns

How will we permit our corporations to benefit from the frequently major advantages of BI and analytics, whereas even as minimizing the fee and possibility of failure? during this booklet, it's not that i am going to aim to be prescriptive; I will not inform you precisely how you can construct your BI atmosphere. in its place, i will specialise in a couple of center rules that might assist you navigate the rocky shoals of BI structure and arrive at a vacation spot most fitted to your specific association.

Additional info for Data Mining and Machine Learning in Cybersecurity

Sample text

Download PDF sample

Data Mining and Machine Learning in Cybersecurity by Sumeet Dua,Sumeet

by Edward

Rated 4.09 of 5 – based on 12 votes