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PGDN Validator Security Research

PGDN publishes monthly validator security benchmarks to bring transparency and accountability to decentralized networks.

These benchmarks provide a consolidated security score for each validator, enabling operators to track improvements and delegators to make informed staking choices.

📊 Latest Report

🔗 On-Chain Transparency

All validator scores are also immutably published on-chain for transparency and accountability.
You can view the beta publishes at this address on zkSync Era:
0xd21cA9a5C86c778651551F6B70F6779bd5e8036B

Note: This feature is in active development, so not all scores may yet be published. Actually: publishing is currently broken as of 24/9/2025 - we're working to resolve this.

🛠️ Tools for Validators

  • Interactive Heatmap: https://pgdn.ai/heatmaps/2025-09-sui
  • PGDN Sentinel Discord Bot:
    • Query your validator score directly in Discord
    • Trigger rescans instantly
    • Claim ownership to unlock enhanced analytics

Visit: pgdn.ai/pgdn-sentinel-discord

📂 Repository Structure

data/        # Consolidated CSV/JSON datasets
reports/     # Human-readable Markdown reports

🤝 Contributing

  • Validators: Open an issue or PR to suggest corrections.
  • Community: Feedback and contributions are welcome.

📜 License

All published datasets and reports are released under CC BY 4.0.
Attribution to PGDN.ai is appreciated when using this data.

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