By Sumeet Dua,Sumeet
With the swift development of knowledge discovery options, computing device studying and knowledge mining proceed to play an important position in cybersecurity. even if numerous meetings, workshops, and journals concentrate on the fragmented learn subject matters during this region, there was no unmarried interdisciplinary source on prior and present works and attainable paths for destiny learn during this quarter. This booklet fills this need.
From simple innovations in laptop studying and information mining to complex difficulties within the desktop studying area, Data Mining and computer studying in Cybersecurity offers a unified reference for particular desktop studying options to cybersecurity difficulties. It provides a starting place in cybersecurity basics and surveys modern challenges—detailing state of the art computer studying and information mining options. It additionally:
- Unveils state of the art ideas for detecting new attacks
- Contains in-depth discussions of laptop studying options to detection problems
- Categorizes equipment for detecting, scanning, and profiling intrusions and anomalies
- Surveys modern cybersecurity difficulties and unveils cutting-edge computing device studying and information mining recommendations
- Details privacy-preserving facts mining tools
This interdisciplinary source contains approach overview tables that let for fast entry to universal cybersecurity difficulties and linked facts mining equipment. quite a few illustrative figures support readers visualize the workflow of complicated thoughts and greater than 40 case reports supply a transparent knowing of the layout and alertness of information mining and laptop studying options in cybersecurity.
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Extra resources for Data Mining and Machine Learning in Cybersecurity
Data Mining and Machine Learning in Cybersecurity by Sumeet Dua,Sumeet