2 papers
cs.CR2025
MalDataGen: A Modular Framework for Synthetic Tabular Data Generation in Malware Detection
Kayua Oleques Paim, Angelo Gaspar Diniz Nogueira, Diego Kreutz +2
High-quality data scarcity hinders malware detection, limiting ML performance. We introduce MalDataGen, an open-source modular framework for generating high-fidelity synthetic tabu…
cs.CR2025
Exploiting Latent Space Discontinuities for Building Universal LLM Jailbreaks and Data Extraction Attacks
Kayua Oleques Paim, Rodrigo Brandao Mansilha, Diego Kreutz +2
The rapid proliferation of Large Language Models (LLMs) has raised significant concerns about their security against adversarial attacks. In this work, we propose a novel approach…