Research on Software Design Security Based on Graph Against Attack
The application and defense strategy of graph countermeasure attack in the field of software design security are deeply studied.Clarify the basic principles and common methods of graph against attacks,including edge attack,node injection attack and feature attack.In the aspect of software security mechanism design,the importance of graph data validation,enhancing the robustness of graph neural network model,implementing anomaly detection mechanism,application level security measures and layered security strategy is emphasized.Future research will focus on improving graph data protection capabilities,enhancing model robustness,cross domain cooperation,developing adaptive defense mechanisms and establishing relevant regulations and standards.These researches are of great significance to improve the ability of software system to resist graph attack and ensure the security of data and model.
graph against attacksoftware designsecurity mechanism
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