Between Data Mining and Predictive Analytics Techniques to Cybersecurity Protection on eLearning Environments

Manuel, Jose; Cordeiro, Raul; Silva, Carla

doi:10.1007/978-3-319-67621-0_17

Cited by 2 publications

(1 citation statement)

References 9 publications

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“…Security is an important topic in information systems and their applications, especially within the Internet environment [27]. The threat of cyber-attacks is getting greater and due to the increasing use of computers, criminal activity has also changed from physical to cybernetic intrusion [28]. Security and access for users is driven by the security module, which is a part of the middleware layer as expressed in Figure 3.…”

Section: The Prototype Of the New Information System Of Geodetic Poinmentioning

confidence: 99%

The Integrated Management of Information about the Geodetic Point Fields—A Case of the Czech Republic

Janečka

2019

Geosciences

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The geodetic point fields play a crucial role in measuring a terrain, in surveying, and mapping applications. Due to the rapid development in the domain of information technologies, it makes sense to consider using the database and web technologies to manage and disseminate the available information about the geodetic point fields. The paper presents the creation of a spatial database which integrates the information about the various kinds of established geodetic point fields (horizontal, vertical and gravitational) with the aim of enabling their effective management. Furthermore, based on the integrated spatial database, the prototype of the new information system of geodetic point fields has been developed. The functionality of the prototype also considers the requirements coming from the international efforts, i.e., the Infrastructure for Spatial Information in Europe (INSPIRE) directive. The prototype, based on Java Enterprise Edition (EE) technology, implements the features reflecting the cyber-security issues and ensures the modularity and scalability of the system, which is important for further development of the system and dissemination and accessibility of the information about the geodetic point fields via modern web technologies.

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Section: The Prototype Of the New Information System Of Geodetic Poinmentioning

confidence: 99%

The Integrated Management of Information about the Geodetic Point Fields—A Case of the Czech Republic

Janečka

2019

Geosciences

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An Integral Model to Provide Reactive and Proactive Services in an Academic CSIRT Based on Business Intelligence

Fuertes

Collazo-Reyes

Valladares

et al. 2017

Systems

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Cyber-attacks have increased in severity and complexity. That requires, that the CERT/CSIRT research and develops new security tools. Therefore, our study focuses on the design of an integral model based on Business Intelligence (BI), which provides reactive and proactive services in a CSIRT, in order to alert and reduce any suspicious or malicious activity on information systems and data networks. To achieve this purpose, a solution has been assembled, that generates information stores, being compiled from a continuous network transmission of several internal and external sources of an organization. However, it contemplates a data warehouse, which is focused like a correlator of logs, being formed by the information of feeds with diverse formats. Furthermore, it analyzed attack detection and port scanning, obtained from sensors such as Snort and Passive Vulnerability Scanner, which are stored in a database, where the logs have been generated by the systems. With such inputs, we designed and implemented BI systems using the phases of the Ralph Kimball methodology, ETL and OLAP processes. In addition, a software application has been implemented using the SCRUM methodology, which allowed to link the obtained logs to the BI system for visualization in dynamic dashboards, with the purpose of generating early alerts and constructing complex queries using the user interface through objects structures. The results demonstrate, that this solution has generated early warnings based on the level of criticality and level of sensitivity of malware and vulnerabilities as well as monitoring efficiency, increasing the level of security of member institutions.

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Between Data Mining and Predictive Analytics Techniques to Cybersecurity Protection on eLearning Environments

Cited by 2 publications

References 9 publications

The Integrated Management of Information about the Geodetic Point Fields—A Case of the Czech Republic

The Integrated Management of Information about the Geodetic Point Fields—A Case of the Czech Republic

An Integral Model to Provide Reactive and Proactive Services in an Academic CSIRT Based on Business Intelligence

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