A self-evaluation by the scheme's co-designer of a black-box 'homomorphic AI' hash reports perfect clustering on one dataset but degraded off-the-shelf accuracy on Fashion-MNIST, improved only after custom post-hoc tuning.
Homomor- phic Encryption for Arithmetic of Approximate Numbers
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Technical Evaluation of a Disruptive Approach in Homomorphic AI
A self-evaluation by the scheme's co-designer of a black-box 'homomorphic AI' hash reports perfect clustering on one dataset but degraded off-the-shelf accuracy on Fashion-MNIST, improved only after custom post-hoc tuning.