Title
Big Data in Critical Infrastructures Security Monitoring: Challenges and Opportunities.
Abstract
Critical Infrastructures (CIs), such as smart power grids, transport systems, and financial infrastructures, are more and more vulnerable to cyber threats, due to the adoption of commodity computing facilities. Despite the use of several monitoring tools, recent attacks have proven that current defensive mechanisms for CIs are not effective enough against most advanced threats. In this paper we explore the idea of a framework leveraging multiple data sources to improve protection capabilities of CIs. Challenges and opportunities are discussed along three main research directions: i) use of distinct and heterogeneous data sources, ii) monitoring with adaptive granularity, and iii) attack modeling and runtime combination of multiple data analysis techniques.
Year
Venue
DocType
2014
CoRR
Journal
Volume
Citations 
PageRank 
abs/1405.0325
0
0.34
References 
Authors
12
11
Name
Order
Citations
PageRank
Leonardo Aniello118513.83
Andrea Bondavalli2886133.06
Andrea Ceccarelli317232.69
Claudio Ciccotelli4104.96
Marcello Cinque528633.58
Flavio Frattini6295.68
Antonella Guzzo749739.90
Antonio Pecchia814318.60
Andrea Pugliese900.34
Leonardo Querzoni1043333.18
Stefano Russo1172878.07