Research on SQL Injection Attack and Defense Technology of Power Dispatching Data Network: Based on Data Mining

Abstract

In the process of SQL injection attack and defense of power dispatching data network, in order to ensure the accuracy of identification and defense, it is often necessary to build a rule base. However, the scale of the temporarily constructed rule base is limited, which is easy to cause false positives and omissions. Based on the traditional defense, data mining technology is introduced to design a SQL injection attack and defense technology for power dispatching data network. First, the SQL injection attack is analyzed, and the attack flow diagram is obtained as the basis of attack identification. Using the ITFIDF algorithm in data mining technology, combined with the dataset distribution diagram of conventional words and sensitive characters, the SQL injection attack is detected. Design the SQL injection attack early warning mechanism, establish the SQL injection attack defense model, and optimize the workflow of the defense model. The performance test results show that compared with the traditional defense technology, the proposed technology has certain advantages in false alarm rate and running time.

Digital Transformation of Microgrids: A Review of Design, Operation, Optimization, and Cybersecurity

“…MGs often use web applications and interfaces to monitor and control the system, and these interfaces are potential targets for SQL injection attacks. An SQL injection attack works by inserting malicious code into a web application's input field, which is then executed by the database server [243,244]. This code can be used to bypass authentication, retrieve sensitive data, or modify the contents of the database.…”