mlsanityData to 14 Oct 2026

Confidence in Assurance 2.0 Cases

arXiv 2409.10665 ↗First posted 16 Sep 2024cs.SEcited by 2

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Abstract (arXiv)

An assurance case should provide justifiable confidence in the truth of a claim about some critical property of a system or procedure, such as safety or security. We consider how confidence can be assessed in the rigorous approach we call Assurance 2.0. Our goal is indefeasible confidence and we approach it from four different perspectives: logical soundness, probabilistic assessment, dialectical examination, and residual risks.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 16 Sep 2024.

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