Gustavo de Carvalho Bertoli

17 papers B 1Journal 12Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Anomaly-Flow: A Multi-Domain Federated Generative Adversarial Network for Distributed Denial-of-Service Detection. IEEE Netw. Leonardo H. de Melo, Gustavo de Carvalho Bertoli, Michele Nogueira, Aldri Luiz dos Santos, Lourenço Alves Pereira Jr.
2025	J	`jnl`	Anomaly-Flow: A Multi-domain Federated Generative Adversarial Network for Distributed Denial-of-Service Detection. CoRR Leonardo H. de Melo, Gustavo de Carvalho Bertoli, Michele Nogueira, Aldri Luiz dos Santos, Lourenço Alves Pereira Júnior
2025	J	`jnl`	FedFlex: Federated Learning for Diverse Netflix Recommendations. CoRR Sven Lankester, Manel Slokom, Gustavo de Carvalho Bertoli, Matias Vizcaino, Emmanuelle Beauxis-Aussalet, Laura Hollink
2025	J	`jnl`	Privacy-Preserving IoT in Connected Aircraft Cabin. CoRR Nilesh Vyas, Benjamin Zi Hao Zhao, Aygün Baltaci, Gustavo de Carvalho Bertoli, Hassan Asghar, Markus Klügel, Gerrit Schramm, Martin Kubisch, Dali Kaafar
2024	J	`jnl`	Design and implementation of intelligent packet filtering in IoT microcontroller-based devices. J. Internet Serv. Appl. Gustavo de Carvalho Bertoli, Gabriel Victor C. Fernandes, Pedro H. Borges Monici, César H. de Araujo Guibo, Aldri Luiz dos Santos, Lourenço Alves Pereira Júnior
2023	J	`jnl`	Design and implementation of intelligent packet filtering in IoT microcontroller-based devices. CoRR Gustavo de Carvalho Bertoli, Gabriel Victor C. Fernandes, Pedro H. Borges Monici, César H. de Araujo Guibo, Lourenço Alves Pereira Jr., Aldri Santos
2023	J	`jnl`	Generalizing intrusion detection for heterogeneous networks: A stacked-unsupervised federated learning approach. Comput. Secur. Gustavo de Carvalho Bertoli, Lourenço Alves Pereira Júnior, Osamu Saotome, Aldri Luiz dos Santos
2022	—	`conf`	Combination of Models for Denial-Of-Service Classification over Different Networks. LADC Leonardo H. de Melo, Gustavo de Carvalho Bertoli, Osamu Saotome, Marcelo F. Domingues, Lourenço Alves Pereira Jr.
2022	B	`conf`	Generalizing Flow Classification for Distributed Denial-of-Service over Different Networks. GLOBECOM Leonardo H. de Melo, Gustavo de Carvalho Bertoli, Lourenço Alves Pereira Júnior, Osamu Saotome, Marcelo F. Domingues, Aldri Luiz dos Santos
2022	J	`jnl`	Generalizing intrusion detection for heterogeneous networks: A stacked-unsupervised federated learning approach. CoRR Gustavo de Carvalho Bertoli, Lourenço Alves Pereira Júnior, Aldri Luiz dos Santos, Osamu Saotome
2022	—	`conf`	Implementação de um filtro de pacotes inteligente para dispositivos de Internet das Coisas. SBRC Gabriel Victor C. Fernandes, Pedro H. Borges Monici, César H. de Araujo Guibo, Gustavo de Carvalho Bertoli, Aldri Santos, Lourenço Alves Pereira Jr.
2022	J	`jnl`	Improving detection of scanning attacks on heterogeneous networks with Federated Learning. SIGMETRICS Perform. Evaluation Rev. Gustavo de Carvalho Bertoli, Lourenço Alves Pereira Júnior, Osamu Saotome
2021	J	`jnl`	A-star path planning simulation for UAS Traffic Management (UTM) application. CoRR Carlos Augusto Pötter Neto, Gustavo de Carvalho Bertoli, Osamu Saotome
2021	J	`jnl`	An End-to-End Framework for Machine Learning-Based Network Intrusion Detection System. IEEE Access Gustavo de Carvalho Bertoli, Lourenço Alves Pereira Júnior, Osamu Saotome, Aldri L. dos Santos, Filipe Alves Neto Verri, Cesar Augusto Cavalheiro Marcondes, Sidnei Barbieri, Moises S. Rodrigues, José M. Parente de Oliveira
2021	J	`jnl`	Bridging the gap to real-world for network intrusion detection systems with data-centric approach. CoRR Gustavo de Carvalho Bertoli, Lourenço Alves Pereira Júnior, Filipe A. N. Verri, Aldri Luiz dos Santos, Osamu Saotome
2021	—	`conf`	Classification of Denial of Service Attacks on Wi-Fi-based Unmanned Aerial Vehicle. LADC Gustavo de Carvalho Bertoli, Lourenço Alves Pereira Júnior, Osamu Saotome
2021	—	`conf`	Poster: Safe Gate - IoT system to support sanitary measures to combat COVID-19. IOT Gabriel de Almeida Souza, Gustavo de Carvalho Bertoli, Guilherme Torres Ferreira, Julio Cesar Leitao Albuquerque de Farias, Cecília de A. Castro César