Anomaly-Flow: A Multi-Domain Federated Generative Adversarial Network for Distributed Denial-of-Service Detection.

Gustavo de Carvalho Bertoli https://orcid.org/0000-0003-1940-8295

Leonardo H. de Melo Gustavo de Carvalho Bertoli Michele Nogueira Aldri Luiz dos Santos Lourenço Alves Pereira Jr. Anomaly-Flow: A Multi-Domain Federated Generative Adversarial Network for Distributed Denial-of-Service Detection. 2026 March 269-277 40 IEEE Netw. 2 https://doi.org/10.1109/MNET.2025.3567251 db/journals/network/network40.html#MeloBNSP26 streams/journals/network

Leonardo H. de Melo Gustavo de Carvalho Bertoli Michele Nogueira Aldri Luiz dos Santos Lourenço Alves Pereira Júnior Anomaly-Flow: A Multi-domain Federated Generative Adversarial Network for Distributed Denial-of-Service Detection. 2025 March abs/2503.14618 CoRR https://doi.org/10.48550/arXiv.2503.14618 db/journals/corr/corr2503.html#abs-2503-14618 streams/journals/corr

Sven Lankester Manel Slokom Gustavo de Carvalho Bertoli Matias Vizcaino Emmanuelle Beauxis-Aussalet Laura Hollink FedFlex: Federated Learning for Diverse Netflix Recommendations. 2025 July abs/2507.21115 CoRR https://doi.org/10.48550/arXiv.2507.21115 db/journals/corr/corr2507.html#abs-2507-21115 streams/journals/corr

Nilesh Vyas Benjamin Zi Hao Zhao Aygün Baltaci Gustavo de Carvalho Bertoli Hassan Asghar 0001 Markus Klügel Gerrit Schramm Martin Kubisch Dali Kaafar Privacy-Preserving IoT in Connected Aircraft Cabin. 2025 November abs/2511.15278 CoRR https://doi.org/10.48550/arXiv.2511.15278 db/journals/corr/corr2511.html#abs-2511-15278 streams/journals/corr

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 Design and implementation of intelligent packet filtering in IoT microcontroller-based devices. 289-301 2024 15 J. Internet Serv. Appl. 1 https://doi.org/10.5753/jisa.2024.3835 db/journals/jisa/jisa15.html#BertoliFMGSJ24 streams/journals/jisa

Gustavo de Carvalho Bertoli Lourenço Alves Pereira Júnior Osamu Saotome Aldri Luiz dos Santos Generalizing intrusion detection for heterogeneous networks: A stacked-unsupervised federated learning approach. 103106 2023 April 127 Comput. Secur. https://doi.org/10.1016/j.cose.2023.103106 db/journals/compsec/compsec127.html#BertoliJSS23

Gustavo de Carvalho Bertoli Gabriel Victor C. Fernandes Pedro H. Borges Monici César H. de Araujo Guibo Lourenço Alves Pereira Jr. Aldri Santos Design and implementation of intelligent packet filtering in IoT microcontroller-based devices. 2023 abs/2305.19214 CoRR https://doi.org/10.48550/arXiv.2305.19214 db/journals/corr/corr2305.html#abs-2305-19214

Gustavo de Carvalho Bertoli Lourenço Alves Pereira Júnior Osamu Saotome Improving detection of scanning attacks on heterogeneous networks with Federated Learning. 118-123 2022 49 SIGMETRICS Perform. Evaluation Rev. 4 https://doi.org/10.1145/3543146.3543172 db/journals/sigmetrics/sigmetrics49.html#BertoliJS22

Leonardo H. de Melo Gustavo de Carvalho Bertoli Lourenço Alves Pereira Júnior Osamu Saotome Marcelo F. Domingues Aldri Luiz dos Santos Generalizing Flow Classification for Distributed Denial-of-Service over Different Networks. 879-884 2022 GLOBECOM https://doi.org/10.1109/GLOBECOM48099.2022.10001530 conf/globecom/2022 db/conf/globecom/globecom2022.html#MeloBJSDS22 Leonardo H. de Melo Gustavo de Carvalho Bertoli Osamu Saotome Marcelo F. Domingues Lourenço Alves Pereira Jr. Combination of Models for Denial-Of-Service Classification over Different Networks. 137-142 2022 LADC https://doi.org/10.1145/3569902.3570176 conf/ladc/2022 db/conf/ladc/ladc2022.html#MeloBSDP22 Gabriel Victor C. Fernandes Pedro H. Borges Monici César H. de Araujo Guibo Gustavo de Carvalho Bertoli Aldri Santos Lourenço Alves Pereira Jr. Implementação de um filtro de pacotes inteligente para dispositivos de Internet das Coisas. 238-251 2022 SBRC https://sol.sbc.org.br/index.php/sbrc/article/view/21174 conf/sbrc/2022 db/conf/sbrc/sbrc2022.html#FernandesMGBSP22

Gustavo de Carvalho Bertoli Lourenço Alves Pereira Júnior Aldri Luiz dos Santos Osamu Saotome Generalizing intrusion detection for heterogeneous networks: A stacked-unsupervised federated learning approach. 2022 abs/2209.00721 CoRR https://doi.org/10.48550/arXiv.2209.00721 db/journals/corr/corr2209.html#abs-2209-00721

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 An End-to-End Framework for Machine Learning-Based Network Intrusion Detection System. 106790-106805 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3101188 db/journals/access/access9.html#BertoliJSSVMBRO21

Gabriel de Almeida Souza Gustavo de Carvalho Bertoli Guilherme Torres Ferreira Julio Cesar Leitao Albuquerque de Farias Cecília de A. Castro César Poster: Safe Gate - IoT system to support sanitary measures to combat COVID-19. 211-214 2021 IOT https://doi.org/10.1145/3494322.3494699 https://www.wikidata.org/entity/Q130964245 conf/iot/2021 db/conf/iot/iot2021.html#SouzaBFFC21 Gustavo de Carvalho Bertoli Lourenço Alves Pereira Júnior Osamu Saotome Classification of Denial of Service Attacks on Wi-Fi-based Unmanned Aerial Vehicle. 1-6 2021 LADC https://doi.org/10.1109/LADC53747.2021.9672561 conf/ladc/2021 db/conf/ladc/ladc2021.html#BertoliJS21

Carlos Augusto Pötter Neto Gustavo de Carvalho Bertoli Osamu Saotome A-star path planning simulation for UAS Traffic Management (UTM) application. 2021 abs/2107.13103 CoRR https://arxiv.org/abs/2107.13103 db/journals/corr/corr2107.html#abs-2107-13103

Gustavo de Carvalho Bertoli Lourenço Alves Pereira Júnior Filipe A. N. Verri Aldri Luiz dos Santos Osamu Saotome Bridging the gap to real-world for network intrusion detection systems with data-centric approach. 2021 abs/2110.13655 CoRR https://arxiv.org/abs/2110.13655 db/journals/corr/corr2110.html#abs-2110-13655

Hassan Jameel AsgharHassan Asghar 0001 Aygün Baltaci Sidnei Barbieri Emma Beauxis-AussaletEmmanuelle Beauxis-Aussalet Cecília de A. Castro César Marcelo F. Domingues Julio Cesar Leitao Albuquerque de Farias Gabriel Victor C. Fernandes Guilherme Torres Ferreira César H. de Araujo Guibo Laura Hollink Lourenço Alves Pereira JúniorLourenço Alves Pereira Jr. Mohamed Ali KâafarDali Kaafar Markus Klügel Martin Kubisch Sven Lankester Michele Nogueira LimaMichele Nogueira Cesar Augusto Cavalheiro Marcondes Leonardo H. de Melo Pedro H. Borges Monici Carlos Augusto Pötter Neto José Maria Parente de OliveiraJosé M. Parente de Oliveira Moises S. Rodrigues Aldri Luiz dos SantosAldri L. dos SantosAldri Santos Osamu Saotome Gerrit Schramm Manel Slokom Gabriel de Almeida Souza Filipe A. N. VerriFilipe Alves Neto Verri Matias Vizcaino Nilesh Vyas Benjamin Zi Hao Zhao