Black-Box Access is Insufficient for Rigorous AI Audits

Stephen Casper, Carson Ezell, Charlotte Siegmann,Noam Kolt, Taylor Lynn Curtis,Benjamin Bucknall,Andreas Haupt, Kevin Wei,Jérémy Scheurer,Marius Hobbhahn,Lee Sharkey,Satyapriya Krishna, Marvin Von Hagen,Silas Alberti,Alan Chan, Qinyi Sun, Michael Gerovitch,David Bau,Max Tegmark,David Krueger,Dylan Hadfield-Menell

PROCEEDINGS OF THE 2024 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2024（2024）

Cited 9|Views53

Key words

Auditing,Evaluation,Governance,Regulation,Policy,Risk,Fairness,Black-Box Access,White-Box Access,Adversarial Attacks,Interpretability,Explainability,Fine-Tuning

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