Inicio  /  Applied Sciences  /  Vol: 10 Par: 2 (2020)  /  Artículo
ARTÍCULO
TITULO

Improving Incident Response in Big Data Ecosystems by Using Blockchain Technologies

Julio Moreno    
Manuel A. Serrano    
Eduardo B. Fernandez and Eduardo Fernández-Medina    

Resumen

Big data ecosystems are increasingly important for the daily activities of any type of company. They are decisive elements in the organization, so any malfunction of this environment can have a great impact on the normal functioning of the company; security is therefore a crucial aspect of this type of ecosystem. When approaching security in big data as an issue, it must be considered not only during the creation and implementation of the big data ecosystem, but also throughout its entire lifecycle, including operation, and especially when managing and responding to incidents that occur. To this end, this paper proposes an incident response process supported by a private blockchain network that allows the recording of the different events and incidents that occur in the big data ecosystem. The use of blockchain enables the security of the stored data to be improved, increasing its immutability and traceability. In addition, the stored records can help manage incidents and anticipate them, thereby minimizing the costs of investigating their causes; that facilitates forensic readiness. This proposal integrates with previous research work, seeking to improve the security of big data by creating a process of secure analysis, design, and implementation, supported by a security reference architecture that serves as a guide in defining the different elements of this type of ecosystem. Moreover, this paper presents a case study in which the proposal is being implemented by using big data and blockchain technologies, such as Apache Spark or Hyperledger Fabric.

 Artículos similares

       
 
Ivana Bartolic, Goran Loncar, Damjan Bujak and Dalibor Carevic    
An understanding of the relationship between the flow generators and harbor design could result in an acceptable seawater renewal into an enclosed basin. The flushing culverts located in the breakwater are the most cost-effective technique for improving ... ver más
Revista: Water

 
Álvaro Rodríguez-Sanz, Fernando Gómez Comendador, Rosa Arnaldo Valdés, Jose Manuel Cordero García and Margarita Bagamanova    
Air traffic networks, where airports are the nodes that interconnect the entire system, have a time-varying and stochastic nature. An incident in the airport environment may easily propagate through the network and generate system-level effects. This pap... ver más
Revista: Aerospace

 
Ci Liang, Mohamed Ghazel, Olivier Cazier, El-Miloudi El-Koursi     Pág. 2167 - 2181
Safety is a core issue in railway operation. In particular, Level Crossing (LX) safety is one of the most critical issues that railway stakeholders need to deal with. Accidents at European LXs account for about one-third of the entire railway accidents. ... ver más

 
Nour-Eddin El Faouzi, Lawrence A. Klein     Pág. 495 - 512
Intelligent transportation system (ITS) infrastructures contain sensors, data processing, and communication technologies that assist in improving passenger safety, reducing travel time and fuel consumption, and decreasing incident detection time. Multiso... ver más

 
Christian Axelsen, Marianne Grauert, Eva Liljegren, Mary Bowe, Brigitte Sladek     Pág. 51 - 57
International cooperation between national road owners can aid structuring and implementing climate change adaptation strategies throughout the European network. Climate change adaptation on roads can be defined as the concrete measures implemented to re... ver más