Jul 2026
Adversarial Prompts for Acceptance Collapse in Speculative Decoding
ADSD is introduced, which is the first prompt-suffix attack that collapses verifier acceptance by pushing draft probability mass toward tokens the target is unlikely to accept, and successfully generates highly effective adversarial suffixes.
Run-Min Wang, Chaoyi Zhou, Xi Liu et al.
· arXiv.org · 0 citations