AIBearisharXiv – CS AI · 2d ago7/10
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Semantic Intent Fragmentation: A Single-Shot Compositional Attack on Multi-Agent AI Pipelines
Researchers demonstrate Semantic Intent Fragmentation (SIF), a novel attack on LLM orchestration systems where a single legitimate request causes AI systems to decompose tasks into individually benign subtasks that collectively violate security policies. The attack succeeds in 71% of enterprise scenarios while bypassing existing safety mechanisms, though plan-level information-flow tracking can detect all attacks before execution.