Helio N. Cunha Neto

A Survey on Securing Federated Learning: Analysis of Applications, Attacks, Challenges, and Trends

Helio N. Cunha Neto, Jernej Hribar, Ivana Dusparić et al. · IEEE Access · 2023 · 76 citations · Full text

Privacy Protection, Engineering, Secure Fl +20

A survey on data analysis on large-Scale wireless networks: online stream processing, trends, and challenges

Dianne S. V. Medeiros, Helio N. Cunha Neto, Martin Andreoni Lopez et al. · Journal of Internet Services and Applications · 2020 · 31 citations · Full text

Engineering, Machine Learning, Streaming Algorithm +20

FedSBS: Federated-Learning participant-selection method for Intrusion Detection Systems

Helio N. Cunha Neto, Jernej Hribar, Ivana Dusparić et al. · Computer Networks · 2024 · 21 citations

MineCap: super incremental learning for detecting and blocking cryptocurrency mining on software-defined networking

Helio N. Cunha Neto, Martin Andreoni Lopez, Natália C. Fernandes et al. · Annals of Telecommunications · 2020 · 17 citations

Internet Traffic Analysis, Engineering, Ddos Detection +9

FedSA: Accelerating Intrusion Detection in Collaborative Environments with Federated Simulated Annealing

Helio N. Cunha Neto, Ivana Dusparić, Diogo M. F. Mattos et al. · 2022 · 15 citations

Artificial Intelligence, Engineering, Machine Learning +18