2 papers
cs.CR2026
NetSecBed: A Container-Native Testbed for Reproducible Cybersecurity Experimentation
Leonardo Bitzki, Diego Kreutz, Tiago Heinrich +4
Cybersecurity research increasingly depends on reproducible evidence, such as traffic traces, logs, and labeled datasets, yet most public datasets remain static and offer limited s…
cs.AI2025
Reducing Instability in Synthetic Data Evaluation with a Super-Metric in MalDataGen
Anna Luiza Gomes da Silva, Diego Kreutz, Angelo Diniz +2
Evaluating the quality of synthetic data remains a persistent challenge in the Android malware domain due to instability and the lack of standardization among existing metrics. Thi…