Introduces Prompt Overflow Attack that fragments malicious instructions in overlength prompts to evade guardrail segmentation while remaining actionable to LLMs with larger context windows.
Defeating Nondeterminism in LLM Inference
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Generative AI systems arise from statistical data processing that produces human-like outputs, creating a mismatch with traditional computer expectations and positioning educational researchers to lead in studying and applying them.
citing papers explorer
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Prompt Overflow: What the Guardrail Inspects Is Not What the Model Infers
Introduces Prompt Overflow Attack that fragments malicious instructions in overlength prompts to evade guardrail segmentation while remaining actionable to LLMs with larger context windows.
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Generative AI Technologies, Techniques & Tensions: A Primer
Generative AI systems arise from statistical data processing that produces human-like outputs, creating a mismatch with traditional computer expectations and positioning educational researchers to lead in studying and applying them.