R&D
December 9, 2025
When "Too Powerful to Release" Meets "Too Deep to Hide": Deconstructing Adversarial Poetry with Layer-Wise Analysis
A recent “adversarial poetry” jailbreak claimed to be too dangerous to release. Using Starseer’s interpretability-based analysis, we reconstructed similar prompts, tested them across Llama, Qwen, and Phi models, and uncovered consistent, model-internal anomaly signatures that make detection possible—even without knowing the original attack prompts.
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