Robustness Evaluation and Detection of Transferable Adversarial Attacks in ML-Based NIDS

arXiv:2609.06012 · cs.CR · Submitted 2026-09-05 · Read on arXiv

cs.CR

Submitted: 2026-09-05

Updated: 2026-09-05

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Robustness — 6× in this paper · explained in 5 episodes
Adversarial Attacks — 2× in this paper · explained in 1 episode
Accuracy — 1× in this paper · explained in 1 episode
Adversarial Robustness — 1× in this paper · explained in 3 episodes
Attack Success Rate (ASR) — 1× in this paper · explained in 2 episodes
Consistency — 1× in this paper · explained in 3 episodes
F1 Score — 1× in this paper · explained in 3 episodes
Robustness Index — 1× in this paper
Two-Stage Framework — 1× in this paper · explained in 2 episodes

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