Search Results for author: Mauro Andreolini

Found 1 papers, 0 papers with code

Hardening Random Forest Cyber Detectors Against Adversarial Attacks

no code implementations9 Dec 2019 Giovanni Apruzzese, Mauro Andreolini, Michele Colajanni, Mirco Marchetti

The experimental results on millions of labelled network flows show that the new detector has a twofold value: it outperforms state-of-the-art detectors that are subject to adversarial attacks; it exhibits robust results both in adversarial and non-adversarial scenarios.

BIG-bench Machine Learning Intrusion Detection

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