Konstantinos Tserpes

1 indexed paper

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Stavros Bouras1×

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Research Timeline

2026

Enabling Adversarial Robustness in AI Models through Kubeflow MLOps

This paper proposes an MLOps architecture using Kubeflow to automatically detect adversarial attacks on AI models deployed in Kubernetes and deploy robust defenses to maintain model accuracy.

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Papers

cs.CRcs.LGRecentMay 14, 2026

Enabling Adversarial Robustness in AI Models through Kubeflow MLOps

Stavros Bouras, Ioannis Korontanis, Antonios Makris, Konstantinos Tserpes

This paper proposes an MLOps architecture using Kubeflow to automatically detect adversarial attacks on AI models deployed in Kubernetes and deploy robust defenses to maintain model accuracy.

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