works on
adversarial attacks 1backdoor detection 1large language models 1model security 1prompt optimization 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CR2026

ToxScreen: Detecting Whether an LLM Has Been Poisoned

Anthony Hughes, Nicole Xing, Collin Francel +2

The paper introduces ToxScreen, a benchmark of backdoored large language models, and evaluates methods for recovering hidden triggers under realistic defender constraints, finding…