The Stateful Isolation Law

The Stateful Isolation Law

Formal Contamination Bounds for Multi-Principal AI Systems

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Catalogs 25+ demonstrated attacks including PROMPTPEEK (99% prompt reconstruction), LeftoverLocals (181 MB/query leakage), and Agentic Confused Deputy (82.4% inter-agent compromise). Defines the Stateful Isolation Law — a unified formal framework comprising a contamination functional parameterized by Rényi divergence, six enforceable clauses, and compliance tiers mapping to GDPR, EU AI Act, and FedRAMP.

Files

File	Description
paper.pdf	Full specification

Citation

DOI: 10.6084/m9.figshare.31272868

License

CC BY-NC-ND 4.0