CodeGraphNet, a GraphCodeBERT-plus-GCN embedding with a DeepTree classifier, is claimed to detect five CWE vulnerability classes at 98% accuracy, but its own unseen-data results are much lower (76-87%) and baseline comparisons are not apples-to-apples.
Multiclass Classification of Software Vulnerabilities with Deep Learning,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2024 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
A Combined Feature Embedding Tools for Multi-Class Software Defect and Identification
CodeGraphNet, a GraphCodeBERT-plus-GCN embedding with a DeepTree classifier, is claimed to detect five CWE vulnerability classes at 98% accuracy, but its own unseen-data results are much lower (76-87%) and baseline comparisons are not apples-to-apples.