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Researcher profile

N. Benjamin Erichson

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Noise-response Analysis for Rapid Detection of Backdoors in Deep Neural Networks.

    2020 · arXiv (Cornell University)

    The pervasiveness of deep neural networks (DNNs) in technology, matched with the ubiquity of cloud-based training and transfer learning, is giving rise to a new frontier for cybersecurity whereby `structural malware' is manifest as compromised …

  2. Error Estimation for Random Fourier Features

    2023 · arXiv (Cornell University)

    Random Fourier Features (RFF) is among the most popular and broadly applicable approaches for scaling up kernel methods. In essence, RFF allows the user to avoid costly computations on a large kernel matrix via a …