A native BNN-aware solver and proof-checking pipeline certifies 99% of qualitative and 86% of quantitative robustness queries, with 9x and 218x speedups over prior certified baselines.
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Efficient Certified Reasoning for Binarized Neural Networks
A native BNN-aware solver and proof-checking pipeline certifies 99% of qualitative and 86% of quantitative robustness queries, with 9x and 218x speedups over prior certified baselines.