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What is Machine Learning Algorithm

Handbook of Research on Machine and Deep Learning Applications for Cyber Security
A set of mathematical approaches are utilized to give training, make computer system to learn and perform set of actions or tasks autonomously.
Published in Chapter:
Review on Intelligent Algorithms for Cyber Security
P. Subashini (Avinshilingam Institute for Home Science and Higher Education for Women, India), M. Krishnaveni (Avinashilingam Institute for Home Science and Higher Education for Women, India), T. T. Dhivyaprabha (Avinashilingam Institute for Home Science and Higher Education for Women, India), and R. Shanmugavalli (Avinashilingam Institute for Home Science and Higher Education for Women, India)
DOI: 10.4018/978-1-5225-9611-0.ch001
Abstract
Cyber security comprises of technologies, architecture, infrastructure, and software applications that are designed to protect computational resources against cyber-attacks. Cyber security concentrates on four main areas such as application security, disaster security, information security, and network security. Numerous cyber security algorithms and computational methods are introduced by researchers to protect cyberspace from undesirable invaders and susceptibilities. But, the performance of traditional cyber security algorithms suffers due to different types of offensive actions that target computer infrastructures, architectures and computer networks. The implementation of intelligent algorithms in encountering the wide range of cyber security problems is surveyed, namely, nature-inspired computing (NIC) paradigms, machine learning algorithms, and deep learning algorithms, based on exploratory analyses to identify the advantages of employing in enhancing cyber security techniques.
Full Text Chapter Download: US $37.50 Add to Cart
More Results
A Study on Self-Regulating Traffic Light Control Using RFID and Machine Learning Algorithm
Machine will think like human to identify the possible outcomes using various algorithms.
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Important Issues in Software Fault Prediction: A Road Map
Algorithm that learns from experience and historical data with respect to some class of tasks and performance measure, such that its performance can be improved with experience.
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