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SoK: Efficiency Robustness of Dynamic Deep Learning SystemsUSENIX Security '252025-08-13
Paper defines a taxonomy of efficiency attacks on adaptive models across D1: skipping mechanisms, D2: dynamic inference iterations, and D3: variable output…
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