A Smart Approach using Multi-agent System for Big Data Security

Dounya Kassimi, Okba Kazar, Ezedin Barka, Abdelhak Merizig, Zina Houhamdi, Belkacem Athamena, Meftah Zaoui

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

With the evaluation of technology and the appearance of new tools that help store the information we create, especially in Banking, business intelligence, and even Education as Datawarehouse, Big data, and cloud computing. Those new tools create another obstacle: how we can secure and protect the information and the data stored in them. This paper treats the problem of Big Data security and privacy using mobile and stationary agents' technologies. The main important security proprieties in big data are integrity, authentication, privacy, and access control. For integrity, the problem lies in checking the integrity of data and if this data is good and can be used since the Big Data is receiving data from different sours and different formats (structured, semi-structured, and non-structured). In access control, we need to consider the users' secrecy, monitor the authorities, and properly apply the confidentiality requirement. The problem with authentication is to authenticate each user over the network, while big data collect sensitive data from trusted or untrusted users. While the privacy policy problem revolves around data collection and the use of transparency. To answer the previous needs for security in big data, we have proposed a smart approach using multi-agent systems (MAS) as a model for our solution.

Original languageEnglish
Title of host publication2022 9th International Conference on Internet of Things, Systems, Management and Security, IOTSMS 2022
EditorsJaime Lloret Mauri, Larbi Boubchir, Yaser Jararweh, Elhadj Benkhelifa, Imad Saleh
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350320459
DOIs
Publication statusPublished - 2022
Event9th International Conference on Internet of Things, Systems, Management and Security, IOTSMS 2022 - Milan, Italy
Duration: Nov 28 2022Dec 1 2022

Publication series

Name2022 9th International Conference on Internet of Things, Systems, Management and Security, IOTSMS 2022

Conference

Conference9th International Conference on Internet of Things, Systems, Management and Security, IOTSMS 2022
Country/TerritoryItaly
CityMilan
Period11/28/2212/1/22

Keywords

  • big data
  • Hadoop
  • mobile agent
  • multi-agent system
  • Pentaho
  • security and privacy

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Information Systems
  • Information Systems and Management
  • Safety, Risk, Reliability and Quality

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