A Method of Kill Chains Fusion Based on Granulated Rules and Matrix Computation
Kill chains fusion based on the granulation rules and maintain the association information between the kill chains after the fusion is the focus of granularity research. Among these rules, this paper proposes a structured representation of kill chains in order to generate a weighted correlation stru...
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/10802890/ |
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| author | Haijun Ye Wei Gao |
| author_facet | Haijun Ye Wei Gao |
| author_sort | Haijun Ye |
| collection | DOAJ |
| description | Kill chains fusion based on the granulation rules and maintain the association information between the kill chains after the fusion is the focus of granularity research. Among these rules, this paper proposes a structured representation of kill chains in order to generate a weighted correlation structure supported by the weighting relationship. Furthermore, the conversion from the correlation structure to the granular structure based on damage probability is accomplished through the merged granulation set of kill chains. Firstly, a structural granulation method for kill chain merging is established using data to describe the transformation of kill chains in this paper. Then, the matrix computing formed the algorithmic foundation matrix of kill chains through granulation rules involving intermediate and target transformations. Finally, it was obtained that the combined kill chain significantly reduces the demand for resources such as time, missiles, and military aircraft through simulation experiments. |
| format | Article |
| id | doaj-art-1c606ef5284e47dea76d08438850a600 |
| institution | Kabale University |
| issn | 2169-3536 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj-art-1c606ef5284e47dea76d08438850a6002025-01-01T00:01:44ZengIEEEIEEE Access2169-35362024-01-011219822419823610.1109/ACCESS.2024.351843510802890A Method of Kill Chains Fusion Based on Granulated Rules and Matrix ComputationHaijun Ye0Wei Gao1School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, ChinaChina Electronics Technology Group Company Ltd., Beijing, ChinaKill chains fusion based on the granulation rules and maintain the association information between the kill chains after the fusion is the focus of granularity research. Among these rules, this paper proposes a structured representation of kill chains in order to generate a weighted correlation structure supported by the weighting relationship. Furthermore, the conversion from the correlation structure to the granular structure based on damage probability is accomplished through the merged granulation set of kill chains. Firstly, a structural granulation method for kill chain merging is established using data to describe the transformation of kill chains in this paper. Then, the matrix computing formed the algorithmic foundation matrix of kill chains through granulation rules involving intermediate and target transformations. Finally, it was obtained that the combined kill chain significantly reduces the demand for resources such as time, missiles, and military aircraft through simulation experiments.https://ieeexplore.ieee.org/document/10802890/Kill chainsassociation informationgranulationmatrix computing |
| spellingShingle | Haijun Ye Wei Gao A Method of Kill Chains Fusion Based on Granulated Rules and Matrix Computation IEEE Access Kill chains association information granulation matrix computing |
| title | A Method of Kill Chains Fusion Based on Granulated Rules and Matrix Computation |
| title_full | A Method of Kill Chains Fusion Based on Granulated Rules and Matrix Computation |
| title_fullStr | A Method of Kill Chains Fusion Based on Granulated Rules and Matrix Computation |
| title_full_unstemmed | A Method of Kill Chains Fusion Based on Granulated Rules and Matrix Computation |
| title_short | A Method of Kill Chains Fusion Based on Granulated Rules and Matrix Computation |
| title_sort | method of kill chains fusion based on granulated rules and matrix computation |
| topic | Kill chains association information granulation matrix computing |
| url | https://ieeexplore.ieee.org/document/10802890/ |
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