Jul 30, 2021 · This paper implements a vulnerability detection system by combining source code and assembly code models.
This paper implements a vulnerability detection system by combining source code and assembly code models, and shows that the system presents a stable and ...
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This paper implements a vulnerability detection system by combining source code and assembly code models. First, code slices are extracted from the source code ...
from paper <A Vulnerability Detection System Based on Fusion of Assembly Code and Source Code>. 1 star 0 forks Branches Tags Activity.
Finally, vulnerability detection is achieved by feature level fusion of semantic features captured in fine-grained aligned source code and assembly code.
Jul 3, 2024 · This study introduces a software defect detection system leveraging CodeBERT and Bi-LSTM. This method first preprocesses and standardizes the C source code.
Demonstration of source code S and corresponded assembly code D. · Workflow of the vulnerability detection system. · Network structure based on hybrid fusion.
In this paper, we present the SVulDetector, aiming at detecting vulnerabilities in software based on code similarity. We first construct a code representation ...
Jun 28, 2023 · Considering the grammatical structure in the assembly code segment, the model randomly embeds the normalized assembly code segment to represent ...
Nov 18, 2024 · In this paper, we propose HAformer, a Transformer-based model, which semantically fuses hexadecimal machine codes and assembly codes to extract ...