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05/31/2023
Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision
Attribution algorithms are frequently employed to explain the decisions ...
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01/10/2023
On the Robustness of AlphaFold: A COVID-19 Case Study
Protein folding neural networks (PFNNs) such as AlphaFold predict remark...
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09/09/2021
Protein Folding Neural Networks Are Not Robust
Deep neural networks such as AlphaFold and RoseTTAFold predict remarkabl...
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09/17/2020
An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks
Deep neural networks have been shown to be vulnerable to membership infe...
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11/27/2019