AI Safety & Society

Logos Immunity System: Detecting and Mitigating Metadata Hidden-Prompt Attacks using the Logic of Existence (LoE)

2025-10-18 · Krzysztof Sawa (Toonhai) · 225 downloads · 76 views

Introduces the hidden-prompt / metadata prompt-injection threat vector for AI systems and an adaptive defense: each file is treated as an LoE-neuron (a local conditional evaluator), while relational couplings and an emergent Hamiltonian scoring function decide trust and acceptance.

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Zenodo record · doi:10.5281/zenodo.17387704 · PDF · cc-by-4.0

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