arXiv:2610.24999v1 Announce Type: new Abstract: Prompt injection is the dominant security risk for large-language-model (LLM) applications and agents, yet the field still lacks a coherent map of how these attacks are constructed. More than twenty public datasets describe prompt injection using incompatible vocabularies, often organized around delivery vector, attacker goal, or generation method.
SoK: PIAtlas: Decomposing the Unbounded Prompt Injection Attack Space
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