文章基本信息

标题：Advanced Multimedia Platform based on Big Data and Artificial Intelligence Improving Cybersecurity
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作者：Alessandro Massaro ; Gaetano Panarosa ; Nicola Savino 等
期刊名称：International Journal of Network Security & Its Applications
印刷版ISSN：0975-2307
电子版ISSN：0974-9330
出版年度：2020
卷号：12
期号：3
页码：23-37
DOI：10.5121/ijnsa.2020.12302
出版社：Academy & Industry Research Collaboration Center (AIRCC)
摘要：The proposed work describes the design of a multimedia platform managing users and implementing cybersecurity. The paper describes in details the use cases of the whole platform embedding Big Data and artificial intelligence (AI) engine predicting network attacks. The platform has been tested by Tree Ensemble algorithm classifying and predicting anomalous server logs of possible attacks. The data logs are collected in Cassandra Big Data System enabling the AI training model. The work has been developed within the framework of a research industry project.
关键词：Cybersecurity;Artificial Intelligence;Attacks Prediction;Cassandra Big Data.