Alon Rosen
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126
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2026
Collision Resistance of Single-Layer Neural Nets
The paper analyzes the algorithmic complexity of finding collisions in single-layer binary neural networks, establishing that the collision resistance depends critically on the activation function's threshold scale relative to the network dimensions.
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