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Signature filtering boosts watermark detection rates from single digits to nearly 100% by intelligently removing disruptive tokens, making it a game-changer for LLM attribution.
Provable adversarial repair of Transformers is now possible beyond the last layer, thanks to a new framework that formulates repair as a tractable convex optimization problem.
