@article{anodefensedefenseagainstgradientbasedadv, title = {A No-Defense Defense Against Gradient-Based Adversarial Attacks on ML-NIDS: Is Less More?}, author = {Mohamed elShehaby and Ashraf Matrawy}, year = {2026}, eprint = {2605.18666}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.18666}, }