Sumeet Dua,Sumeet's Data Mining and Machine Learning in Cybersecurity PDF

By Sumeet Dua,Sumeet

With the speedy development of knowledge discovery strategies, laptop studying and knowledge mining proceed to play an important position in cybersecurity. even though numerous meetings, workshops, and journals specialise in the fragmented study issues during this region, there was no unmarried interdisciplinary source on prior and present works and attainable paths for destiny learn during this region. This booklet fills this need.

From simple ideas in computing device studying and knowledge mining to complex difficulties within the desktop studying area, Data Mining and computer studying in Cybersecurity offers a unified reference for particular computer studying recommendations to cybersecurity difficulties. It offers a starting place in cybersecurity basics and surveys modern challenges—detailing state-of-the-art desktop studying and information mining recommendations. It additionally:

  • Unveils state of the art options for detecting new attacks

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

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

  • Surveys modern cybersecurity difficulties and unveils cutting-edge computing device studying and knowledge mining ideas

  • Details privacy-preserving facts mining tools

This interdisciplinary source contains process overview tables that permit for quick entry to universal cybersecurity difficulties and linked information mining equipment. quite a few illustrative figures support readers visualize the workflow of complicated strategies and greater than 40 case experiences offer a transparent knowing of the layout and alertness of information mining and computing device studying options in cybersecurity.

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

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