10 citations · 10 across the 5 of their papers we have counts for
4 papers · 1 filter
The Impact of Detector Architecture, Model Scale, and Scene Density on Multi-Pedestrian Tracking
Pedro Manoel Herminio Alves, Dalton Cézane Gomes Valadares, Cláudio de Souza Baptista
Pedestrian tracking in video is important for applications such as surveillance and scene analysis, but it becomes more challenging in crowded scenarios with frequent occlusions an…
A Large-Scale Dataset for Multi-Class Financial News Classification in Brazilian Portuguese
Leomax Bandeira, Gabriel Aguiar, Dalton Cézane Gomes Valadares +4
The development of Financial Natural Language Processing (NLP) systems for Brazilian Portuguese is hindered by the scarcity of domain-specific datasets. To address this, we present…
Internet of Things Security: A Survey on Common Attacks
Dalton Cézane Gomes Valadares, Luiz Antonio Pereira Silva, Daniel Hindemburg de Miranda Marques +5
The exponential growth of the Internet of Things (IoT) has integrated connected devices into various sectors like smart cities, digital health, and Industry 4.0, generating vast am…
On the Sensitivity of Firing Rate-Based Federated Spiking Neural Networks to Differential Privacy
Luiz Pereira, Mirko Perkusich, Dalton Valadares +1
Federated Neuromorphic Learning (FNL) enables energy-efficient and privacy-preserving learning on devices without centralizing data. However, real-world deployments require additio…