363 citations · 603 across the 8 of their papers we have counts for
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cs.CR2022★ 125 cited
FLAD: Adaptive Federated Learning for DDoS Attack Detection
Roberto Doriguzzi-Corin, Domenico Siracusa
Federated Learning (FL) has been recently receiving increasing consideration from the cybersecurity community as a way to collaboratively train deep learning models with distribute…
cs.CR2022★ 1 cited
GADoT: GAN-based Adversarial Training for Robust DDoS Attack Detection
Maged Abdelaty, Sandra Scott-Hayward, Roberto Doriguzzi-Corin +1
Machine Learning (ML) has proven to be effective in many application domains. However, ML methods can be vulnerable to adversarial attacks, in which an attacker tries to fool the c…