Posts tagged machine learning.

Our detector's 99% accuracy was memorisation, and the 0.32 we nearly published in its place was wrong too. The clean experiment found the real split: cross-chain detection generalises, attribution doesn't.

We've published nr-bundles-public on Hugging Face: the first open, multi-modal dataset for blockchain validator security. 31 schema-pinned observations across Sui and Solana, seven attack families, CC-BY-4.0. Open bundle format, open ten-family taxonomy, closed corpus. The substrate for cross-chain ML detection of infrastructure attacks.