Building a Security Situation Awareness Framework Driven by Multimodal Data
[Purpose/Significance]From the perspective of multimodal data-driven,this article clarifies the connotation of multimodal data and security situational awareness,and constructs a multimodal data-driven security situational awareness framework,aiming to timely and accurately perceive,understand,predict,and make decisions on network data security threats,and implement precise policies based on scientific decision-making.[Method/Process]Based on the security intelligence theory,the WSR system methodology,and literature review,this article constructed a multimodal data-driven security situational awareness framework according to the logical hierarchy of"physical-rational-humanistic".[Result/Conclusion]The framework starts from the physical level of information technology and hardware facilities,and emphasizes on the multimodal data-driven situational awareness process and mechanism of situation crisis detection,situation element extraction,situation understanding,and situation pre-diction at the rational level.Ultimately,it focuses on the sound multimodal data situational awareness collaborative governance mechanism and intelligent decision-making empowerment science application at the humanistic level.
multimodal datasecurity situational awarenesssituation predictionframework construction
万方数据
维普
