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