187 citations
- Universidade Federal do Rio Grande do SulBR33 papers
- Universidade Federal de PelotasBR14 papers
- Universidade Estadual Paulista (Unesp)BR10 papers
- Universidade Federal de Santa MariaBR9 papers
- Centro Brasileiro de Pesquisas FísicasBR8 papers
- Universidade de São PauloBR8 papers
- Universidade Federal de Santa CatarinaBR7 papers
- Instituto Nacional de Pesquisas EspaciaisBR6 papers
- The University of QueenslandAU6 papers
- Goddard Space Flight CenterUS4 papers
- Instituto Tecnológico de AeronáuticaBR3 papers
- Blekinge Institute of TechnologySE2 papers
4 papers · 1 filter
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…
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…
Assessing the Impact of Post-Quantum Digital Signature Algorithms on Blockchains
Alison Gonçalves Schemitt, Henrique Fan da Silva, Roben Castagna Lunardi +3
The advent of quantum computing threatens the security of traditional encryption algorithms, motivating the development of post-quantum cryptography (PQC). In 2024, the National In…
On the Performance of Cyber-Biomedical Features for Intrusion Detection in Healthcare 5.0
Pedro H. Lui, Lucas P. Siqueira, Juliano F. Kazienko +3
Healthcare 5.0 integrates Artificial Intelligence (AI), the Internet of Things (IoT), real-time monitoring, and human-centered design toward personalized medicine and predictive di…