Alon Rosen
2 indexed papers
Recent (6 mo)
2With code
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226
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Crypto×2ML×1Stats ML×1Complexity×1
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Research Timeline
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.
Statistically Undetectable Backdoors in Deep Neural Networks
An adversarial model trainer can plant statistically undetectable backdoors in deep neural networks, providing access to adversarial examples.
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