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Updated: Jul 2, 2025

Author Spotlight: Advancing CBCT and Digital Dental Image Integration with AI-Assisted Digitization
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Interoperable software platforms for introducing artificial intelligence components in manufacturing: A

Rubén Alonso1,2, Rodolfo E Haber2, Fernando Castaño2

  • 1R2M Solution s.r.l., Via Fratelli Cuzio, 42, Pavia, 27100, Italy.

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|February 26, 2024
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Summary

Small and medium-sized manufacturers struggle with Industry 4.0 adoption. Container orchestration platforms simplify technology, and a new meta-framework aids security and privacy analysis for easier enterprise adoption.

Keywords:
Industry 4.0ManufacturingPrivacySecuritySoftware platforms

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Area of Science:

  • Computer Science
  • Industrial Engineering
  • Information Security

Background:

  • Small and medium-sized manufacturing enterprises (SMEs) face challenges adopting Industry 4.0 due to complex technologies and limited software architecture knowledge.
  • Container orchestration platforms offer simplified solutions for interoperability, security, and privacy, enabling focus on core functionalities.
  • Existing solutions often require significant investment in underlying platforms, hindering SME adoption.

Purpose of the Study:

  • To propose a risk- and goal-oriented hybrid meta-framework for security and privacy analysis in developing container orchestration platforms for Industry 4.0.
  • To provide a structured approach for SMEs to understand assets, requirements, and select appropriate security and privacy countermeasures.
  • To facilitate the uptake of advanced manufacturing technologies by SMEs.

Main Methods:

  • Development of a hybrid meta-framework referencing established security and privacy standards and frameworks.
  • Application of the meta-framework to a real-world case study within the KITT4SME project.
  • Analysis of security and privacy needs for a software platform supporting multiple manufacturing pilot cases.

Main Results:

  • The meta-framework effectively supports the analysis of security and privacy requirements for Industry 4.0 platforms.
  • The practical evaluation demonstrated the framework's utility in defining key security and privacy features for SME-oriented software solutions.
  • The KITT4SME project platform's needs were analyzed, leading to the definition of essential security and privacy characteristics.

Conclusions:

  • The proposed meta-framework offers a practical approach for enhancing security and privacy in Industry 4.0 platforms, particularly for SMEs.
  • Container orchestration platforms, coupled with robust security and privacy analysis, can accelerate the adoption of advanced manufacturing technologies.
  • The study provides a valuable tool for technology providers and SMEs to navigate the complexities of Industry 4.0 implementation.