Author

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

Preprint Jul 2026

Human-AI Agent Interaction as a Neuroplastic Training Environment

Interaction with AI agents has become one of the most frequent activities of everyday digital life. Whether conversing with an assistant, working with a coding copilot, or generating images, the interaction follows a common iterative loop: a request is issued, a result returned, appraised, and the request revised. We o...

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