ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)
http://airccse.org/journal/ijnsa.html
ADVANCED MULTIMEDIA PLATFORM BASED ON BIG DATA AND ARTIFICIAL INTELLIGENCE IMPROVING CYBERSECURITY
Alessandro Massaro1*, Gaetano Panarosa1, Nicola Savino1, Simone Buonopane2 and Angelo Galiano1
1Dyrecta Lab, IT Research Laboratory, via Vescovo Simplicio, 45, 70014 Conversano (BA), Italy
2Spacertron srl, Via degli Abruzzi 13/a, Milano, Italy
ABSTRACT
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.
Original Source URL: https://aircconline.com/ijnsa/V12N3/12320ijnsa02.pdf
Volume Link: http://airccse.org/journal/jnsa20_current.html
http://airccse.org/journal/ijnsa.html
ADVANCED MULTIMEDIA PLATFORM BASED ON BIG DATA AND ARTIFICIAL INTELLIGENCE IMPROVING CYBERSECURITY
Alessandro Massaro1*, Gaetano Panarosa1, Nicola Savino1, Simone Buonopane2 and Angelo Galiano1
1Dyrecta Lab, IT Research Laboratory, via Vescovo Simplicio, 45, 70014 Conversano (BA), Italy
2Spacertron srl, Via degli Abruzzi 13/a, Milano, Italy
ABSTRACT
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.
Original Source URL: https://aircconline.com/ijnsa/V12N3/12320ijnsa02.pdf
Volume Link: http://airccse.org/journal/jnsa20_current.html
No comments:
Post a Comment