A stacked ensemble of an adversarially trained and a Gaussian-augmented NIDS recovers most accuracy on pre-generated FGSM and C&W adversarial examples from CICIDS-2017.
A holistic review of Network Anomaly Detection Systems: A comprehensive survey,
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A Multi-Model Hybrid Defense Approach Against White-box Adversarial Attacks in Computer Network Traffic
A stacked ensemble of an adversarially trained and a Gaussian-augmented NIDS recovers most accuracy on pre-generated FGSM and C&W adversarial examples from CICIDS-2017.