Actionable Meta-Requirements for AI Robustness Auditing

arXiv:2610.14356 · cs.AI, cs.SE · Submitted 2026-10-09 · Read on arXiv

cs.AI, cs.SE

Submitted: 2026-10-09

Updated: 2026-10-09

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Robustness — 1× in this paper · explained in 5 episodes

Sources

• A Quality Framework for Agile Requirements: A Practitioner's Perspective
• Benchmarking Neural Network Robustness to Common Corruptions and Perturbations
• Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey

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