Silva, Anna, Angelo Gaspar Diniz Nogueira, Diego Kreutz, Kayuã Oleques Paim, Rodrigo Brandão Mansilha, and Celso Nobre da Fonseca. " Beyond Similarity: A Generalizable Super-Metric for Fidelity Evaluation in Synthetic Malware Data." Proceedings of the 25th Brazilian Symposium on Cybersecurity, Foz do Iguaçu/PR, 2025. SBC, 2025, pp.955-962.