2026
BA-FedSHAP: A reproducible toolkit for auditing background-induced attribution drift
SSRN
Preprint on how the choice of background distribution alters federated attribution results, and what that does to an audit.
PublicationsAuthor
Research software
Provena, reproducibility package for evidence-laundering stress tests
- Year
- 25 May 2026
- Role
- Author
Stress-tests the ways apparently adequate assurance evidence can be assembled to mislead.
Authors: Roy Saurabh
Evidence
Sources
What each document establishes, and where to read it.
Zenodo
Provena, Zenodo software record
Registers Provena as a reproducibility package authored by Roy Saurabh.
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