Electromagnetic information leakage intelligent analysis method based on knowledge graph

Abstract

The invention discloses an electromagnetic information leakage intelligent analysis method based on a knowledge graph. The method specifically comprises the following steps: S1, constructing an electromagnetic information security knowledge graph; s2, extracting electromagnetic information safety knowledge based on the electromagnetic information safety knowledge expression; s3, based on the electromagnetic information security data of the multiple data sources, fusing electromagnetic information security knowledge; s4, based on the electromagnetic information security knowledge graph, performing knowledge reasoning on the electromagnetic information security data; and S5, on the basis of knowledge reasoning, evolution optimization is automatically carried out on analysis and processing of electromagnetic information security. According to the method, various types of data can be supported, and the sufficient degree of the constructed knowledge graph data is ensured; the multi-layer parallel knowledge reasoning framework provided by the invention can obtain a result with relatively high interpretability and reliability; based on deep learning and re-learning methods, the knowledge graph is continuously and intelligently optimized so as to adapt to update development of electromagnetic information leakage in the future.

Description

technical field [0001] The invention belongs to the technical field of knowledge graphs, in particular to an intelligent analysis method for electromagnetic information leakage based on knowledge graphs. Background technique [0002] With the rapid development of information technology, computers have been widely used in security agencies, confidential departments, banks, financial and other important institutions and enterprises. During the working process, computers and peripheral equipment will inevitably generate electromagnetic radiation waves, and electromagnetic radiation waves often "entrain" useful information, resulting in information leakage. [0003] Relevant research data show that the current technology has been able to receive and retransmit electromagnetic radiation information to computers 1,000 meters away. In this way, attackers can obtain hidden information in a timely and continuous manner, causing information security problems. Therefore, preventing c...

AI Technical Summary

Problems solved by technology

Traditional detection methods rely on the testing experience of engineers. During the testing process, in the face of different subjective and objective factors mentioned above, it is necessary to manually formulate the testing and analysis plan

Therefore, the traditional methods have insufficient adaptability, lack of intelligent detection capabilities, and are difficult to cope with the changes and developments of electromagnetic information leakage.

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