Posts tagged detection.

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 had a clean denial-of-service against consensus. Re-verification said the baseline was that low by config. No attack. So we pulled it. The discipline that catches our own mistakes is the reason our advisories are worth reading.

How we built a wire-shape detector that transfers across chains. V8 trained only on Sui hit 51 out of 51 zero-shot on Solana attacks it had never seen, because mechanism-class features carry across chains while host-telemetry features don't.