SALMAN ranks each text sample's fragility via the distortion between input and output embedding distances and uses the ranking to improve attack success rates and fine-tuning robustness.
Sgl: Spectral graph learning from measurements
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SALMAN: Stability Analysis of Language Models Through the Maps Between Graph-based Manifolds
SALMAN ranks each text sample's fragility via the distortion between input and output embedding distances and uses the ranking to improve attack success rates and fine-tuning robustness.