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An analysis of single-layer networks in unsupervised feature learning,

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cs.CV 1

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2026 1

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UNVERDICTED 1

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Targeted Downstream-Agnostic Attack

cs.CV · 2026-05-19 · unverdicted · novelty 7.0

Introduces Targeted Downstream-Agnostic Attack (TDAA) that uses a threat image as feature anchor and example-specific perturbations to achieve targeted attacks on unknown downstream tasks from pre-trained encoders.

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  • Targeted Downstream-Agnostic Attack cs.CV · 2026-05-19 · unverdicted · none · ref 29

    Introduces Targeted Downstream-Agnostic Attack (TDAA) that uses a threat image as feature anchor and example-specific perturbations to achieve targeted attacks on unknown downstream tasks from pre-trained encoders.