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Sachin Shetty

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#machine learning Preprint Sep 2026

Implementing a White-Box Undetectable Backdoor for Random Fourier Features

Goldwasser et al. showed that undetectable backdoors can be planted in machine learning models trained with the Random Fourier Features (RFF) algorithm, under a hardness assumption tied to the Continuous Learning With Errors (CLWE) problem. Under standard cryptographic assumptions, even a full white-box audit of a mode...

Michael Collins, J. Cumberland, Brianne Dunn et al. · 0 citations
Jul 2026

Human-AI Agent Interaction as a Neuroplastic Training Environment

A framework in which, at that gap, in place of the reactive re-prompt, a person performs behind-the-scenes observation: watching the neural process operate so the cascade does not complete and long-term depression weakens the path rather than potentiation strengthening it.

Eranga Bandara, Ross Gore, A. Gunaratna et al. · 0 citations

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