cs.CY · 2026-09-02 · No. 103

Computers and Society, 2026-09-02.

1 new papers in cs.CY. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Causal Evidentiary Governance for High-Risk Machine Learning Systems

    Samah Kareem, Barış Çeliktaş

    cs.CY · cs.AI

    Machine learning systems deployed for credit, hiring, and resource distribution are increasingly subject to regulatory oversight from policies such as the EU AI Act and GDPR. Current fairness governance practices rely on observational fairness metrics, post-hoc explainability, and immutable audit logs, but provide limited support for causal attribution and efficient evidentiary verification. We introduce Causal Evidentiary Governance (CEG), a...

    arxiv.org/abs/2609.01040 · PDF

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