Table 2 UPPC uses semantic classification results from different deep learning models and their combinations
From: Unleashing the power of pseudo-code for binary code similarity analysis
Dataset-pseudo-codeModel-StringModel | P | R | F1 | Training time (min) |
|---|---|---|---|---|
OpenSSL-DPCNN-DPCNN | 0.953 | 0.953 | 0.953 | 154 |
OpenSSL-LSTM-DPCNN | 0.943 | 0.943 | 0.943 | 267 |
Openssl-Transformer-DPCNN | 0.865 | 0.848 | 0.846 | 279 |
OpenSSL-DPCNN-LSTM | 0.950 | 0.950 | 0.950 | 237 |