Enhancing SQL injection detection via hybrid structural and transformer-based semantic feature extraction
A hybrid SQLi detection framework is proposed by exploiting structural features at the payload level and contextual embeddings generated by RoBERTa and shows that the combined usage of structural and contextual information provides a more discriminative representation for SQLi detection than using one of the representa...