Develops an information flow logic for unstructured assembly language and applies reordering interference freedom to persistent memory.
Declassification: Dimensions and principles,
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
GIF introduces a Jacobian-based upper bound on input-output mutual information in LLMs with formal Lean proof and strong empirical recall on injection and leakage benchmarks.
citing papers explorer
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Information flow security on persistent memory
Develops an information flow logic for unstructured assembly language and applies reordering interference freedom to persistent memory.
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GIF: Locally Sound Geometric Information Flow Control for LLMs
GIF introduces a Jacobian-based upper bound on input-output mutual information in LLMs with formal Lean proof and strong empirical recall on injection and leakage benchmarks.