Eduardo K. Viegas

44 papers A 1B 15C 5Misc 1Journal 12Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Context-aware model for lightweight real-time detection of obscene videos. J. Ambient Intell. Humaniz. Comput. Jhonatan Geremias, Eduardo K. Viegas, Altair O. Santin, Alceu de Souza Britto Junior
2026	J	`jnl`	Enhancing intrusion detection generalization via diversity-driven multi-view ensemble learning in industrial systems. Future Gener. Comput. Syst. Allan Espindola, António Casimiro, Altair O. Santin, Pedro Miguel Ferreira, Eduardo K. Viegas
2025	J	`jnl`	A Big Data Framework for Scalable and Cross-Dataset Capable Machine Learning in Network Intrusion Detection Systems. IEEE Access Vinícius M. de Oliveira, Henrique M. de Oliveira, Gabriel M. Santos, Jhonatan Geremias, Eduardo K. Viegas
2025	J	`jnl`	A Dynamic Network Intrusion Detection Model for Infrastructure as Code Deployed Environments. J. Netw. Syst. Manag. Adilson G. Filho, Eduardo K. Viegas, Altair O. Santin, Jhonatan Geremias
2025	B	`conf`	A Federated Learning Model for Privacy-Preserving and Cross-Domain Kidney Stone Detection in Medical Imaging. SMC Lucas Sotomaior, Luiz F. B. Fonseca, Matheus A. C. Zangari, Rodrigo K. Krebs, Alceu S. Britto Jr., Eduardo K. Viegas
2025	J	`jnl`	A MLOps architecture for near real-time distributed Stream Learning operation deployment. J. Netw. Comput. Appl. Miguel G. Rodrigues, Eduardo K. Viegas, Altair O. Santin, Fabrício Enembreck
2025	J	`jnl`	An Energy-Efficient Intrusion Detection Offloading Based on DNN for Edge Computing. IEEE Internet Things J. João A. Simioni, Eduardo K. Viegas, Altair O. Santin, Everton de Matos
2025	B	`conf`	Evaluating Parental Readiness to Manage Children's Privacy Across Social Media Platforms. SMC Mykaele F. Abreu, Eduardo K. Viegas, Altair O. Santin, Jhonatan Geremias
2025	—	`conf`	On the Challenges of Implementing MLOps for Stream Learning Algorithms. AINA (3) Miguel G. Rodrigues, Eduardo K. Viegas, Fabrício Enembreck, Altair O. Santin, Juliano S. Langaro, Adilson G. Filho
2025	J	`jnl`	Towards a reliable spam detection: an ensemble classification with rejection option. Clust. Comput. Cleber K. Olivo, Altair O. Santin, Eduardo K. Viegas, Jhonatan Geremias, Eduardo Souto
2024	C	`conf`	A Multi-View Android Malware Detection Model Through Multi-Objective Optimization. ICMLA Philipe Fransozi, Jhonatan Geremias, Eduardo K. Viegas
2024	—	`conf`	A Review of Social Network Regulations and Mechanisms for Safeguarding Children's Privacy. AINA (5) Mykaele F. Abreu, Eduardo K. Viegas, Altair O. Santin
2024	J	`jnl`	Detection of quality of service degradation on multi-tenant containerized services. J. Netw. Comput. Appl. Pedro Horchulhack, Eduardo K. Viegas, Altair O. Santin, Felipe Ramos, Pietro Tedeschi
2024	B	`conf`	Network-based Intrusion Detection Through Image-based CNN and Transfer Learning. IWCMC Pedro Horchulhack, Eduardo K. Viegas, Altair O. Santin, João A. Simioni
2024	C	`conf`	Passive Identification of Rogue Industrial Access Points Using a One-Class Machine Learning Model. IECON André L. de S. Paula, Eduardo K. Viegas, Altair O. Santin
2024	B	`conf`	Toward a Reliable Network-Based Intrusion Detection Model for SCADA: A Classification with Reject Option Approach. IJCNN Paulo Roberto de Oliveira, Eduardo K. Viegas, Altair O. Santin, Pedro Horchulhack, Everton de Matos
2024	C	`conf`	Towards a Feasible Palm Vein Verification Scheme Using Deep Autoencoder and Siamese Networks. ICMLA Mateus Nunes, Eduardo K. Viegas, Altair O. Santin
2023	—	`conf`	A Dynamic Machine Learning Scheme for Reliable Network-Based Intrusion Detection. AINA (2) Eduardo K. Viegas, Everton de Matos, Paulo Roberto de Oliveira, Altair O. Santin
2023	B	`conf`	A Dynamic Network-based Intrusion Detection Model for Industrial Control Systems. TrustCom Paulo Roberto de Oliveira, Altair O. Santin, Pedro Horchulhack, Eduardo K. Viegas, Everton de Matos
2023	—	`conf`	A Generative Adversarial Network-based Attack for Audio-based Condition Monitoring Systems. CCNC Abdul Rahman Ba Nabila, Eduardo K. Viegas, Abdelrahman AlMahmoud, Willian T. Lunardi
2023	J	`jnl`	Federated learning for reliable model updates in network-based intrusion detection. Comput. Secur. Roger Robson dos Santos, Eduardo K. Viegas, Altair O. Santin, Pietro Tedeschi
2023	B	`conf`	Integrating VirtIO and QEMU on seL4 for Enhanced Devices Virtualization Support. TrustCom Everton de Matos, Conor Lennon, Eduardo K. Viegas, Markku Ahvenjärvi, Hannu Lyytinen, Ivan Kuznetsov, Joonas Onatsu, Anh Huy Bui
2023	J	`jnl`	Reinforcement Learning for Intrusion Detection: More Model Longness and Fewer Updates. IEEE Trans. Netw. Serv. Manag. Roger Robson dos Santos, Eduardo K. Viegas, Altair O. Santin, Vinicius Vielmo Cogo
2023	J	`jnl`	Toward a Reliable Evaluation of Machine Learning Schemes for Network-Based Intrusion Detection. IEEE Internet Things Mag. Eduardo K. Viegas, Altair O. Santin, Pietro Tedeschi
2023	—	`conf`	Towards a Reliable Hierarchical Android Malware Detection Through Image-based CNN. CCNC Jhonatan Geremias, Eduardo K. Viegas, Altair O. Santin, Alceu S. Britto Jr., Pedro Horchulhack
2023	A	`conf`	Towards a Robust Adversarial Patch Attack Against Unmanned Aerial Vehicles Object Detection. IROS Samridha Shrestha, Saurabh Pathak, Eduardo K. Viegas
2022	C	`conf`	A Machine Learning-Based Digital Twin Model for Pressure Prediction in the Fuel Injection System. IECON Edwin P. Duarte, Eduardo K. Viegas, Altair O. Santin
2022	—	`conf`	A Stream Learning Intrusion Detection System for Concept Drifting Network Traffic. CSNet Pedro Horchulhack, Eduardo K. Viegas, Martin Andreoni Lopez
2022	Misc	`conf`	A motion-based approach for real-time detection of pornographic content in videos. SAC Jhonatan Geremias, Eduardo K. Viegas, Alceu S. Britto Jr., Altair O. Santin
2022	B	`conf`	Detection of Service Provider Hardware Over-commitment in Container Orchestration Environments. GLOBECOM Pedro Horchulhack, Eduardo K. Viegas, Altair O. Santin
2022	B	`conf`	Intrusion Detection Model Updates Through GAN Data Augmentation and Transfer Learning. GLOBECOM Pedro Horchulhack, Eduardo K. Viegas, Altair O. Santin, Jhonatan Geremias
2022	J	`jnl`	Toward feasible machine learning model updates in network-based intrusion detection. Comput. Networks Pedro Horchulhack, Eduardo K. Viegas, Altair O. Santin
2022	B	`conf`	Towards Multi-view Android Malware Detection Through Image-based Deep Learning. IWCMC Jhonatan Geremias, Eduardo K. Viegas, Altair O. Santin, Alceu S. Britto Jr., Pedro Horchulhack
2021	B	`conf`	A Deep Autoencoder and RNN Model for Indoor Localization with Variable Propagation Loss. WiMob Allan Espindola, Eduardo K. Viegas, Andre Traleski, Marcelo E. Pellenz, Altair O. Santin
2021	—	`conf`	A Machine Learning Model for Detection of Docker-based APP Overbooking on Kubernetes. ICC Felipe Ramos, Eduardo K. Viegas, Altair O. Santin, Pedro Horchulhack, Roger Robson dos Santos, Allan Espindola
2021	—	`conf`	A Multi-View Intrusion Detection Model for Reliable and Autonomous Model Updates. ICC Rivaldo L. Tomio, Eduardo K. Viegas, Altair O. Santin, Roger Robson dos Santos
2021	B	`conf`	A Reminiscent Intrusion Detection Model Based on Deep Autoencoders and Transfer Learning. GLOBECOM Roger Robson dos Santos, Eduardo K. Viegas, Altair O. Santin
2021	B	`conf`	Improving Intrusion Detection Confidence Through a Moving Target Defense Strategy. GLOBECOM Roger Robson dos Santos, Eduardo K. Viegas, Altair O. Santin
2020	C	`conf`	A Host-based Intrusion Detection Model Based on OS Diversity for SCADA. IECON Bruno B. Bulle, Altair O. Santin, Eduardo K. Viegas, Roger Robson dos Santos
2020	—	`conf`	A Reliable Semi-Supervised Intrusion Detection Model: One Year of Network Traffic Anomalies. ICC Eduardo K. Viegas, Altair Olivo Santin, Vinicius Vielmo Cogo, Vilmar Abreu
2020	B	`conf`	Facing the Unknown: A Stream Learning Intrusion Detection System for Reliable Model Updates. AINA Eduardo K. Viegas, Altair Santin Santin, Vinicius Vielmo Cogo, Vilmar Abreu
2020	B	`conf`	Identity and Access Management for IoT in Smart Grid. AINA Vilmar Abreu, Altair Olivo Santin, Eduardo K. Viegas, Vinicius Vielmo Cogo
2020	B	`conf`	Towards Real-time Video Content Detection in Resource Constrained Devices. IJCNN Jhonatan Geremias, Altair O. Santin, Eduardo K. Viegas, Alceu S. Britto Jr.
2019	—	`conf`	Towards Reliable Intrusion Detection in High Speed Networks. SBRC Companion Eduardo K. Viegas, Altair O. Santin