Data Analytics and Decision Support for Cybersecurity: Trends, Methodologies and Applications

ISBN-13: 9783319866246 / Angielski / Miękka / 2018 / 270 str.

Ivan Palomares Carrascosa; Harsha Kumara Kalutarage; Yan Huang

Recenzje

"The book includes many illustrations, some of which are in color; I wish some of these were more readable. ... The book provides a panoramic view of some emerging data analytics and decision support applications for cybersecurity." (S. V. Nagaraj, Computing Reviews, august, 13, 2018)

Spis treści

A Toolset for Intrusion and Insider Threat Detection.- Human-Machine Decision Support Systems for Insider Threat Detection.- Detecting malicious collusions between mobile software applications.- Dynamic Analysis of Malware using Run-Time Opcodes.- Big Data Analytics for Intrusion Detection System: Statistical Decision-making using Finite Dirichlet Mixture Models.- Security of Online Examinations.- Attribute Noise, Classification Technique, and Classification Accuracy.- Learning from Loads: An Intelligent System for Decision Support in Identifying Nodal Load Disturbances of Cyber-Attacks in Smart Power Systems using Gaussian Processes and Fuzzy Inference.- Visualization and Data Provenance Trends in Decision Support for Cybersecurity.