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<p class="page__date"><strong><i class="fa fa-fw fa-calendar" aria-hidden="true"></i> Published:</strong> <time datetime="2025-07-03T00:00:00+00:00">July 03, 2025</time></p>
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<a href="https://www.prhrck.com/publication/2021-a-machine-learning-model-for-detection-of-docker-based-app-overbooking-on-kubernetes" rel="permalink">A machine learning model for detection of docker-based APP overbooking on kubernetes </a>
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<p>Published in <i>IEEE International Conference on Communications</i>, 2021 </p>
<p>Authors: Felipe Ramos, Eduardo Viegas, Altair Santin, Pedro Horchulhack, Roger R dos Santos, Allan Espindola</p>
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<a href="https://www.prhrck.com/publication/2022-toward-feasible-machine-learning-model-updates-in-network-based-intrusion-detect" rel="permalink">Toward feasible machine learning model updates in network-based intrusion detection </a>
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<p>Published in <i>Computer Networks</i>, 2022 </p>
<p>Authors: Horchulhack, Pedro, Viegas, Eduardo K, Santin, Altair O,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2022.0001 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2022-towards-multi-view-android-malware-detection-through-image-based-deep-learning" rel="permalink">Towards multi-view android malware detection through image-based deep learning </a>
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<p>Published in <i>2022 International Wireless Communications and Mobile Computing (IWCMC)</i>, 2022 </p>
<p>Authors: Geremias, Jhonatan, Viegas, Eduardo K, Santin, Altair O, Britto, Alceu, Horchulhack, Pedro,</p>
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<a href="https://www.prhrck.com/publication/2022-detecçao-de-overbooking-em-aplicaçoes-baseadas-em-docker-através-de-aprendizagem" rel="permalink">Detecçao de Overbooking em Aplicaçoes Baseadas em Docker Através de Aprendizagem de Máquina </a>
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<p>Published in <i>Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC)</i>, 2022 </p>
<p>Authors: Horchulhack, Pedro, Viegas, Eduardo, Santin, Altair, Ramos, Felipe,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2022.0003 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2022-atualizaçao-de-modelo-baseado-em-aumento-de-dados-e-transferência-de-aprendizage" rel="permalink">Atualizaçao de modelo baseado em aumento de dados e transferência de aprendizagem para detecçao de intrusao em redes </a>
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<p>Published in <i>Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg)</i>, 2022 </p>
<p>Authors: Horchulhack, Pedro, Viegas, Eduardo K, Santin, Altair O, Geremias, Jhonatan,</p>
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<a href="https://www.prhrck.com/publication/2022-detection-of-service-provider-hardware-over-commitment-in-container-orchestratio" rel="permalink">Detection of service provider hardware over-commitment in container orchestration environments </a>
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<p>Published in <i>GLOBECOM 2022-2022 IEEE Global Communications Conference</i>, 2022 </p>
<p>Authors: Horchulhack, Pedro, Viegas, Eduardo K, Santin, Altair O,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2022.0005 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2022-intrusion-detection-model-updates-through-gan-data-augmentation-and-transfer-lea" rel="permalink">Intrusion detection model updates through gan data augmentation and transfer learning </a>
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<p>Published in <i>GLOBECOM 2022-2022 IEEE Global Communications Conference</i>, 2022 </p>
<p>Authors: Horchulhack, Pedro, Viegas, Eduardo K, Santin, Altair O, Geremias, Jhonatan,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2022.0006 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2022-a-stream-learning-intrusion-detection-system-for-concept-drifting-network-traffi" rel="permalink">A stream learning intrusion detection system for concept drifting network traffic </a>
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<p>Published in <i>2022 6th Cyber Security in Networking Conference (CSNet)</i>, 2022 </p>
<p>Authors: Horchulhack, Pedro, Viegas, Eduardo K, Lopez, Martin Andreoni,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2022.0007 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2022-towards-multi-view-android-malware-detection-through-image-based-deep-learning-i" rel="permalink">Towards multi-view android malware detection through image-based deep learning. In 2022 International Wireless Communications and Mobile Computing (IWCMC) </a>
</h2>
<p>Published in <i>nan</i>, 2022 </p>
<p>Authors: Geremias, J, Viegas, EK, Santin, AO, Britto, A, Horchulhack, P,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2022.0017 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2023-towards-a-reliable-hierarchical-android-malware-detection-through-image-based-cn" rel="permalink">Towards a reliable hierarchical android malware detection through image-based cnn </a>
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<p>Published in <i>2023 IEEE 20th Consumer Communications & Networking Conference (CCNC)</i>, 2023 </p>
<p>Authors: Geremias, Jhonatan, Viegas, Eduardo K, Santin, Altair O, Britto, Alceu, Horchulhack, Pedro,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2023.0008 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2023-a-dynamic-network-based-intrusion-detection-model-for-industrial-control-systems" rel="permalink">A Dynamic Network-based Intrusion Detection Model for Industrial Control Systems </a>
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<p>Published in <i>IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)</i>, 2023 </p>
<p>Authors: de Oliveira, Paulo Roberto, Santin, Altair Olivo, Horchulhack, Pedro, Viegas, Eduardo Kugler,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2023.0012 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2024-detection-of-quality-of-service-degradation-on-multi-tenant-containerized-servic" rel="permalink">Detection of quality of service degradation on multi-tenant containerized services </a>
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<p>Published in <i>Journal of Network and Computer Applications</i>, 2024 </p>
<p>Authors: Horchulhack, Pedro, Viegas, Eduardo K, Santin, Altair O, Ramos, Felipe V, Tedeschi, Pietro,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2024.0009 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2024-toward-a-reliable-network-based-intrusion-detection-model-for-scada-a-classifica" rel="permalink">Toward a Reliable Network-Based Intrusion Detection Model for SCADA: A Classification with Reject Option Approach </a>
</h2>
<p>Published in <i>International Joint Conference on Neural Networks (IJCNN)</i>, 2024 </p>
<p>Authors: de Oliveira, Paulo Roberto, Viega, Eduardo, Santin, Altair, Horchulhack, Pedro, de Matos, Everton,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2024.0010 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2024-a-non-interactive-one-time-password-based-method-to-enhance-the-vault-security" rel="permalink">A non-Interactive One-Time Password-based Method to Enhance the Vault Security </a>
</h2>
<p>Published in <i>The 38-th International Conference on Advanced Information Networking and Applications (AINA)</i>, 2024 </p>
<p>Authors: Oliveir, Juarez, Santin, Altair, Viega, Eduardo, Horchulhack, Pedro,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2024.0011 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2024-kubemon-extrator-de-métricas-de-desempenho-de-sistema-operacional-e-aplicações-c" rel="permalink">Kubemon: extrator de métricas de desempenho de sistema operacional e aplicações conteinerizadas em ambientes de nuvem no domínio do provedor </a>
</h2>
<p>Published in <i>nan</i>, 2024 </p>
<p>Authors: Horchulhack, Pedro, Viegas, Eduardo Kugler, Ramos, Felipe Veiga, Santin, Altair Olivo,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2024.0013 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2024-uma-ferramenta-para-detecção-hierárquica-e-confiável-de-malwares-android-por-mei" rel="permalink">Uma ferramenta para detecção hierárquica e confiável de malwares Android por meio de CNN baseada em imagens </a>
</h2>
<p>Published in <i>nan</i>, 2024 </p>
<p>Authors: Geremias, Jhonatan, Viegas, Eduardo Kugler, Santin, Altair Olivo, de Souza Britto Júnior, Alceu, Horchulhack, Pedro,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2024.0014 ">Download Paper</a></p>
<h2 class="archive__item-title" itemprop="headline">
<a href="https://www.prhrck.com/publication/2024-fortalecendo-a-segurança-de-redes-um-olhar-profundo-na-detecção-de-intrusões-com" rel="permalink">Fortalecendo a Segurança de Redes: Um Olhar Profundo na Detecção de Intrusões com CNN Baseada em Imagens e Aprendizado por Transferência </a>
</h2>
<p>Published in <i>SBRC 2024 - XLII Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos</i>, 2024 </p>
<p>Authors: Horchulhack, Pedro, Viegas, Eduardo Kugler, Santin, Altair Olivo, Simioni, João André,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2024.0015 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2024-network-based-intrusion-detection-through-image-based-cnn-and-transfer-learning" rel="permalink">Network-based Intrusion Detection Through Image-based CNN and Transfer Learning </a>
</h2>
<p>Published in <i>International Wireless Communications & Mobile Computing Conference (IWCMC)</i>, 2024 </p>
<p>Authors: Horchulhack, Pedro, Viegas, Eduardo Kugler, Santin, Altair Olivo, Simioni, João André,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2024.0016 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2024-network-based-intrusion-detection-through-image-based-cnn-and-transfer-learning-" rel="permalink">Network-based intrusion detection through image-based cnn and transfer learning. In 2024 International Wireless Communications and Mobile Computing (IWCMC) </a>
</h2>
<p>Published in <i>nan</i>, 2024 </p>
<p>Authors: Horchulhack, P, Viegas, EK, Santin, AO, Simioni, JA,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2024.0018 ">Download Paper</a></p>
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<a href="https://www.prhrck.com/publication/2025-an-early-exit-deep-neural-network-for-fast-inference-intrusion-detection" rel="permalink">An Early Exit Deep Neural Network for Fast Inference Intrusion Detection </a>
</h2>
<p>Published in <i>Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing</i>, 2025 </p>
<p>Authors: Simioni, João, Viegas, Eduardo Kugler, Santin, Altair, Horchulhack, Pedro,</p>
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<p><a href=" https://doi.org/10.0000/fake-doi.2025.0019 ">Download Paper</a></p>
teaching
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<a href="https://www.prhrck.com/teaching/in-company/2024-docker-kubernetes" rel="permalink">Docker & Kubernetes </a>
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<p> In-Company, <i>Pontifícia Universidade Católica do Paraná</i>, 2024 </p>
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<a href="https://www.prhrck.com/teaching/undergraduate/2025-devsecops" rel="permalink">DevSecOps </a>
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<p> Undergraduate course, <i>Pontifical Catholic University of Paraná</i>, 2025 </p>
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<a href="https://www.prhrck.com/teaching/undergraduate/2025-information-security" rel="permalink">Information Security </a>
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<p> Undergraduate course, <i>Pontifical Catholic University of Paraná</i>, 2025 </p>
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<a href="https://www.prhrck.com/teaching/undergraduate/2025-object-oriented-programming" rel="permalink">Object Oriented Programming </a>
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<p> Undergraduate course, <i>Pontifical Catholic University of Paraná</i>, 2025 </p>
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<a href="https://www.prhrck.com/teaching/undergraduate/2025-cyberphysical-operating-systems" rel="permalink">CyberPhysical Operating Systems </a>
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<p> Undergraduate course, <i>Pontifical Catholic University of Paraná</i>, 2025 </p>
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<a href="https://www.prhrck.com/teaching/undergraduate/2025-data-hiding" rel="permalink">Data Hiding </a>
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<p> Undergraduate course, <i>Pontifical Catholic University of Paraná</i>, 2025 </p>
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<a href="https://www.prhrck.com/teaching/undergraduate/2025-information-privacy" rel="permalink">Information Privacy </a>
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<p> Undergraduate course, <i>Pontifical Catholic University of Paraná</i>, 2025 </p>
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<a href="https://www.prhrck.com/teaching/undergraduate/2025-imperative-programming" rel="permalink">Imperative Programming </a>
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<p> Undergraduate course, <i>Pontifical Catholic University of Paraná</i>, 2025 </p>
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