Research on software vulnerability detection method based on improved cnn model

HIGHLIGHTS

  • who: Gao Qiang from the Shandong Management University, School of Labor Relations, Jinan, Shandong, China have published the article: Research on Software Vulnerability Detection Method Based on Improved CNN Model, in the Journal: Scientific Programming of 12/07/2022
  • what: In the experiment, batch extraction was used to extract a fixed number of samples from the test samples each time, and the model was trained through multiple iterations.
  • how: After the program is sliced a code unit set containing vulnerability features is obtained. In this paper the word vectorization model word2vec is used . . .

     

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