Fault Tolerance of Neural Networks in Adversarial Settings

30 Oct 2019Vasisht DudduN. Rajesh PillaiD. Vijay RaoValentina E. Balas

Artificial Intelligence systems require a through assessment of different pillars of trust, namely, fairness, interpretability, data and model privacy, reliability (safety) and robustness against against adversarial attacks. While these research problems have been extensively studied in isolation, an understanding of the trade-off between different pillars of trust is lacking... (read more)

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