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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Likhith Kumara

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Preprint Aug 2026

How Fragile Is Your Watermark? Training-Free Structural Removal of Neural Audio Watermarks

Neural audio watermarks are increasingly used to attribute and detect AI-generated speech, so their practical value rests on how cheaply an adversary can remove them. Robustness is usually measured by running a fixed battery of distortions blindly against every scheme. We instead make removal diagnostic: from a few cle...

Likhith Kumara · 0 citations

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