Categorical Robustness Assessment for Machine Learning Based Network Intrusion Detection Systems

🗓️ 10 Jun 2026 00:00:00Reported by Mayank Raj, Nathaniel D. Bastian, Lance Fiondella, Gokhan KulType

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Robustness assessment of CNN, LSTM, and Random Forest for network intrusion detection under adversarial attacks.

10 Jun 2026 00:00Current

5.3Medium risk

Vulners AI Score5.3

network intrusion adversarial attacks cnn architecture lstm architecture random forest gradient perturbations attack budgets iot dataset adversarial evaluation