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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Wiktoria Tajak

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Open access Jul 2026

One-Pixel Attacks Can Improve the Correctness of Prediction

Evaluating one-pixel attacks on VGG16, MobileNetV2, and EfficientNetV2-B0 using brain tumor MRI images resized to 96 × 96 pixels suggests that one-pixel analysis is useful for assessing CNN robustness in medical imaging.

Wiktoria Tajak, Adam Piórkowski, Karolina Nurzyńska · 0 citations

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