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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Surekha M.

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Open access Aug 2026

Enhanced Robustness in Neural Network Models against Adversarial Attacks and their Performance Analysis

Among the evaluated models, CNNs exhibit the highest baseline robustness, whereas DNNs and RNNs rely more heavily on defense mechanisms to maintain performance, whereas DNNs and RNNs rely more heavily on defense mechanisms to maintain performance.

Surekha M., A. K. Sagar, Vineeta Khemchandani · 0 citations

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