Result comparison between Xiao and Yang’s [29] CNN model trained on image-based opcode features and our reimplementation.

Note that the authors of the original study reported separate precision and TPR figures when predicting malware or benign software; we have reported both for completeness.需注意的是，原始研究的作者在对恶意软件（malware）与良性软件（benign software）进行分类预测时，分别报告了精确率（Precision）和真正例率（True Positive Rate，TPR）的数值；为确保内容完整性，我们一并报告了这两项指标。