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Fast Adversarial Attacks with Gradient Prediction

cs.LG · 2026-05-14 · unverdicted · novelty 6.0

Gradient prediction via linear regression on hidden states recovers most FGSM attack strength at 532% higher throughput by avoiding backward passes.

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  • Fast Adversarial Attacks with Gradient Prediction cs.LG · 2026-05-14 · unverdicted · none · ref 1

    Gradient prediction via linear regression on hidden states recovers most FGSM attack strength at 532% higher throughput by avoiding backward passes.