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publications

A machine learning model for detection of docker-based APP overbooking on kubernetes

Published in IEEE International Conference on Communications, 2021

Authors: Felipe Ramos, Eduardo Viegas, Altair Santin, Pedro Horchulhack, Roger R dos Santos, Allan Espindola

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Toward feasible machine learning model updates in network-based intrusion detection

Published in Computer Networks, 2022

Authors: Horchulhack, Pedro, Viegas, Eduardo K, Santin, Altair O,

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Towards multi-view android malware detection through image-based deep learning

Published in 2022 International Wireless Communications and Mobile Computing (IWCMC), 2022

Authors: Geremias, Jhonatan, Viegas, Eduardo K, Santin, Altair O, Britto, Alceu, Horchulhack, Pedro,

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Detecçao de Overbooking em Aplicaçoes Baseadas em Docker Através de Aprendizagem de Máquina

Published in Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC), 2022

Authors: Horchulhack, Pedro, Viegas, Eduardo, Santin, Altair, Ramos, Felipe,

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Atualizaçao de modelo baseado em aumento de dados e transferência de aprendizagem para detecçao de intrusao em redes

Published in Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg), 2022

Authors: Horchulhack, Pedro, Viegas, Eduardo K, Santin, Altair O, Geremias, Jhonatan,

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Detection of service provider hardware over-commitment in container orchestration environments

Published in GLOBECOM 2022-2022 IEEE Global Communications Conference, 2022

Authors: Horchulhack, Pedro, Viegas, Eduardo K, Santin, Altair O,

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Intrusion detection model updates through gan data augmentation and transfer learning

Published in GLOBECOM 2022-2022 IEEE Global Communications Conference, 2022

Authors: Horchulhack, Pedro, Viegas, Eduardo K, Santin, Altair O, Geremias, Jhonatan,

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A stream learning intrusion detection system for concept drifting network traffic

Published in 2022 6th Cyber Security in Networking Conference (CSNet), 2022

Authors: Horchulhack, Pedro, Viegas, Eduardo K, Lopez, Martin Andreoni,

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Towards multi-view android malware detection through image-based deep learning. In 2022 International Wireless Communications and Mobile Computing (IWCMC)

Published in nan, 2022

Authors: Geremias, J, Viegas, EK, Santin, AO, Britto, A, Horchulhack, P,

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Towards a reliable hierarchical android malware detection through image-based cnn

Published in 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC), 2023

Authors: Geremias, Jhonatan, Viegas, Eduardo K, Santin, Altair O, Britto, Alceu, Horchulhack, Pedro,

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A Dynamic Network-based Intrusion Detection Model for Industrial Control Systems

Published in IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2023

Authors: de Oliveira, Paulo Roberto, Santin, Altair Olivo, Horchulhack, Pedro, Viegas, Eduardo Kugler,

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Detection of quality of service degradation on multi-tenant containerized services

Published in Journal of Network and Computer Applications, 2024

Authors: Horchulhack, Pedro, Viegas, Eduardo K, Santin, Altair O, Ramos, Felipe V, Tedeschi, Pietro,

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Toward a Reliable Network-Based Intrusion Detection Model for SCADA: A Classification with Reject Option Approach

Published in International Joint Conference on Neural Networks (IJCNN), 2024

Authors: de Oliveira, Paulo Roberto, Viega, Eduardo, Santin, Altair, Horchulhack, Pedro, de Matos, Everton,

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A non-Interactive One-Time Password-based Method to Enhance the Vault Security

Published in The 38-th International Conference on Advanced Information Networking and Applications (AINA), 2024

Authors: Oliveir, Juarez, Santin, Altair, Viega, Eduardo, Horchulhack, Pedro,

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Kubemon: extrator de métricas de desempenho de sistema operacional e aplicações conteinerizadas em ambientes de nuvem no domínio do provedor

Published in nan, 2024

Authors: Horchulhack, Pedro, Viegas, Eduardo Kugler, Ramos, Felipe Veiga, Santin, Altair Olivo,

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Uma ferramenta para detecção hierárquica e confiável de malwares Android por meio de CNN baseada em imagens

Published in nan, 2024

Authors: Geremias, Jhonatan, Viegas, Eduardo Kugler, Santin, Altair Olivo, de Souza Britto Júnior, Alceu, Horchulhack, Pedro,

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Fortalecendo a Segurança de Redes: Um Olhar Profundo na Detecção de Intrusões com CNN Baseada em Imagens e Aprendizado por Transferência

Published in SBRC 2024 - XLII Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos, 2024

Authors: Horchulhack, Pedro, Viegas, Eduardo Kugler, Santin, Altair Olivo, Simioni, João André,

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Network-based Intrusion Detection Through Image-based CNN and Transfer Learning

Published in International Wireless Communications & Mobile Computing Conference (IWCMC), 2024

Authors: Horchulhack, Pedro, Viegas, Eduardo Kugler, Santin, Altair Olivo, Simioni, João André,

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Network-based intrusion detection through image-based cnn and transfer learning. In 2024 International Wireless Communications and Mobile Computing (IWCMC)

Published in nan, 2024

Authors: Horchulhack, P, Viegas, EK, Santin, AO, Simioni, JA,

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An Early Exit Deep Neural Network for Fast Inference Intrusion Detection

Published in Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

Authors: Simioni, João, Viegas, Eduardo Kugler, Santin, Altair, Horchulhack, Pedro,

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Pedro Rocha Horchulhack

Posts by Collection

publications

A machine learning model for detection of docker-based APP overbooking on kubernetes

Toward feasible machine learning model updates in network-based intrusion detection

Towards multi-view android malware detection through image-based deep learning

Detecçao de Overbooking em Aplicaçoes Baseadas em Docker Através de Aprendizagem de Máquina

Atualizaçao de modelo baseado em aumento de dados e transferência de aprendizagem para detecçao de intrusao em redes

Detection of service provider hardware over-commitment in container orchestration environments

Intrusion detection model updates through gan data augmentation and transfer learning

A stream learning intrusion detection system for concept drifting network traffic

Towards multi-view android malware detection through image-based deep learning. In 2022 International Wireless Communications and Mobile Computing (IWCMC)

Towards a reliable hierarchical android malware detection through image-based cnn

A Dynamic Network-based Intrusion Detection Model for Industrial Control Systems

Detection of quality of service degradation on multi-tenant containerized services

Toward a Reliable Network-Based Intrusion Detection Model for SCADA: A Classification with Reject Option Approach

A non-Interactive One-Time Password-based Method to Enhance the Vault Security

Kubemon: extrator de métricas de desempenho de sistema operacional e aplicações conteinerizadas em ambientes de nuvem no domínio do provedor

Uma ferramenta para detecção hierárquica e confiável de malwares Android por meio de CNN baseada em imagens

Fortalecendo a Segurança de Redes: Um Olhar Profundo na Detecção de Intrusões com CNN Baseada em Imagens e Aprendizado por Transferência

Network-based Intrusion Detection Through Image-based CNN and Transfer Learning

Network-based intrusion detection through image-based cnn and transfer learning. In 2024 International Wireless Communications and Mobile Computing (IWCMC)

An Early Exit Deep Neural Network for Fast Inference Intrusion Detection

teaching

Docker & Kubernetes

DevSecOps

Information Security

Object Oriented Programming

CyberPhysical Operating Systems

Data Hiding

Information Privacy

Imperative Programming