Agentic AI eliminates the fidelity-scale tradeoff in deception, enabling the Infinite Impostor attack that hijacks trusted relationships at mass scale and requiring a shift to suspect-by-default security based on evaluating actions rather than actors.
A watermark for large language models
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.CR 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
SteganoPrompt embeds a hidden instruction in assignment prompts via the Unicode Tags block so that LLMs add a detectable signature to responses when the prompt is pasted verbatim.
citing papers explorer
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The End of Trust: How Agentic AI Breaks Security Assumptions
Agentic AI eliminates the fidelity-scale tradeoff in deception, enabling the Infinite Impostor attack that hijacks trusted relationships at mass scale and requiring a shift to suspect-by-default security based on evaluating actions rather than actors.
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Detecting Verbatim LLM Copy-Paste in Homework
SteganoPrompt embeds a hidden instruction in assignment prompts via the Unicode Tags block so that LLMs add a detectable signature to responses when the prompt is pasted verbatim.