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Modeling and Analysis Method of Dependency Network Based on Kill Chain and FDNA

Published: 07 June 2024 Publication History

Abstract

The dependency network represents a multi-faceted abstraction of joint operations SoS (System of Systems), emphasizing the accomplishment of missions within a specific scenario. This paper employs the Function Dependency Network Analysis (FDNA) methodology, with a concentration on the closure process of kill chain inherent in joint operations SoS running in certain scenario. Starting with the interaction between combat systems, the paper models and analyzes the dependency network of joint operations SoS to study the mechanism of dependency in the generation of SoS capabilities. Combined with case studies, the feasibility and effectiveness of the proposed method are demonstrated, providing an interpretable, traceable qualitative and quantitative comprehensive analysis method for joint operations SoS analysis.

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ICMLC '24: Proceedings of the 2024 16th International Conference on Machine Learning and Computing
February 2024
757 pages
ISBN:9798400709234
DOI:10.1145/3651671
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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Published: 07 June 2024

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Author Tags

  1. dependency network
  2. functional dependence network analysis
  3. kill chain
  4. modeling method

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