Cross-domain access control policy mapping mechanism for balancing interoperability and autonomy |
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Authors: | Tianyi ZHU Fenghua LI Wei JIN Yunchuan GUO Liang FANG Lin CHENG |
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Affiliation: | 1. Institute of Information Engineering,Chinese Academy of Sciences,Beijing 100093,China;2. School of Cyber Security,University of Chinese Academy of Sciences,Beijing 100049,China;3. China Information Technology Security Evaluation Center,Beijing 100085,China |
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Abstract: | Cross-domain access control can improves interoperability but reduces intra-domain autonomy.To balance inter-domain interoperability and intra-domain autonomy,a cross-domain access control policy mapping to the problem of multi-objective integer optimization programming was formulated.Both the maximization of inter-domain interoperability and the minimization of intra-domain autonomy were taken as the objectives.Further,seven constraints were designed to prevent typical cross-domain conflicts.To solve the optimization problem,a constrained NSGA-III algorithm was proposed.The experimental results show that the proposed algorithm can quickly converge and accurately find the policy mapping even in the large-scale datasets. |
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Keywords: | cross-domain access control policy mapping interoperability autonomy loss multi-objective optimization |
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