Interoperable software platforms for introducing artificial intelligence components in manufacturing: A meta-framework for security and privacy
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View abstract on PubMed
Summary
This summary is machine-generated.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.
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.
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