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{% include agb_stub_page.html title="Fair Evaluation Protocol" lead="AGB advocates standardized, rigorous evaluation with fixed data splits (K = 5), risk assessment runs (R = 3), model selection on validation sets, and unified reporting of misclassification rates under poisoning and evasion settings." %}