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Safety

CROW

CROW backdoor-elimination intervention (ICML 2025): per-prompt attack-success outcomes of backdoored LLaMA2 / CodeLLaMA checkpoints on BackdoorLLM poisoned test prompts (code-injection vpi-ci, negative-sentiment badnet/ctba/mtba/sleeper), across no-defense, baseline-defense (finetuning / pruning / quantization) and CROW-defended runs, recovered from the authors' BackdoorLLM fork git history.

1,079items
3subjects
46%observed
MITlicense
safetydomain
textmodality

Response matrix

Fit to width. Hover for subject & item; click a cell for details.

CROW response matrix: AI models (rows) against items (columns)
Correct (1)Incorrect (0)Unobserved

Scale: 1 = correct · 0 = incorrect

Subjects

  1. 1CodeLLaMA-13B-Instruct0.3228
  2. 2CodeLLaMA-7B-Instruct0.1227
  3. 3LLaMA2-13B-Chat0.0173