Black Hat presents a gradient-based prompt-injection technique that finds universal triggers to control LLM outputs, while OWASP discusses agent access risks via MCP and the noise problem of LLM threat modeling.
Universal and Context-Independent Triggers for Precise Control of LLM Outputs
novel gradient-based prompt-injection technique
MCP Deception Incubator
Model Context Protocol (MCP)
Noise vs. Signal: The Central Paradox of LLMs in Threat Modeling
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