Posts tagged sui.

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.

NullRabbit scanned 5,715 validator hosts across Solana and Sui, running 10,139 scans and identifying 1,340 CVE findings across 155 hosts. Here's what the validator attack surface actually looks like.

Slashr tracks validator delinquency, jailing, slashing, and missed votes across Solana, Ethereum, Sui, and Cosmos in real time. Wallet checks, rankings, automated scanning, and reliability reports -- all from on-chain data.

Slashr now has a Model Context Protocol server. Any MCP-compatible AI tool -- Claude Code, Claude Desktop, or custom agents -- can query live validator incident data, scan results, and network summaries directly.

Validators go down constantly. Almost nobody is watching it happen in real time, across chains, in one place. So we built slashr.dev, a live incident feed tracking Solana, Ethereum, Sui, and Cosmos.

A first look at what DeFi validator infrastructure looks like at the kernel level. We crack open the consolidated dataset -- embedding galaxies, jitter fingerprints, RTT ridgelines, and 10,000 anomaly events across 642 silent hosts.

Every blockchain network has a physical fingerprint. We pointed our eBPF/XDP scanner at 1,075 hosts across multiple DeFi validator networks and mapped 3,001 timing fingerprints to reveal the structure underneath the consensus layer.

We scanned 138 Sui validators across 20 countries using kernel-level temporal fingerprinting. 41% have SSH exposed, 57 run unexpected internet-facing services, and 9 confirmed CVEs sit on 4 hosts -- including 2 critical at CVSS 9.8. Here is what we found and why it matters for DeFi.