摘要：

Abstract:

【Purpose/significance】Sensitive information is shifting towards automated generation and deep camouflage with the devel⁃

opment of the times, making it difficult for traditional methods to achieve effective detection. Therefore, the need to address its expo⁃

sure has been given renewed attention.【Method/process】Construct a response model from the perspectives of dark data intervention

and anti-steganography intervention, and obtain exposure methods based on determining the implementation process, application

ideas, and objectives, in order to externally represent the information ontology, types, and features. To verify the application value, em⁃

pirical research is conducted based on real-life cases.【Result/conclusion】The empirical results indicate that the model can fully ex⁃

pose and obtain feature portraits of the identified high impact and high destructive IX type deep camouflage sensitive information envi⁃

ronment, carrier, ontology, dissemination object, information theme, and other contents. The performance experiment shows that the

model method has good detail performance.【Innovation/limitation】The innovation lies in designing an application model that utilizes

dark data to discover and deeply disguise sensitive information through anti steganography tearing, and can perform feature summary

representation. The limitation is that the model's application effect in different scenarios has not been fully tested, and many theoreti⁃

cal proofs such as dark data structure system construction and optimization, as well as technical descriptions such as anti

steganography link infection and attack countermeasures, have been omitted, only stating key implementation steps, looking forward to

continuous improvement and completion in the future.