A Kubeflow-based MLOps architecture detects FGSM adversarial attacks on deployed AI models and automatically applies PGD-based adversarial training to recover accuracy.
A survey of convo- lutional neural networks: analysis, applications, and prospects,
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Enabling Adversarial Robustness in AI Models through Kubeflow MLOps
A Kubeflow-based MLOps architecture detects FGSM adversarial attacks on deployed AI models and automatically applies PGD-based adversarial training to recover accuracy.