BGP Security Intelligence Platform – Feedback Requested

[bogdancyber via NANOG <nanog () lists nanog org>]

Hi all,

I’ve developed a tool called the BGP Security Intelligence Platform, which provides predictive routing-risk 
intelligence by analyzing origin-side ASN vulnerability and prefix-level structural risk across the global Internet.

The platform continuously collects and processes live BGP control-plane data, RPKI validation, IRR records, CAIDA AS 
relationships, and multi-source prefix visibility measurements. Using this, it produces a ranked list of high-risk 
ASN–prefix combinations, highlighting where malformed or malicious announcements are most likely to propagate in 
practice.

Key features and capabilities include:
- Global ASN origin-side vulnerability scoring
- Prefix structural risk analytics
- Combined ASN–prefix risk ranking with ML-based classification
- Real-world propagation and permissiveness modeling
- Continuous intelligence generation for operators and security teams
- Actionable outputs to prioritize filtering, mitigation, and routing-policy decisions

The full article and partial excerpts from the tool are available here:
https://zenodo.org/records/18407267 DOI: https://doi.org/10.5281/zenodo.18407267

**Note:** The Zenodo upload **does not include the full tool code**, only selected excerpts.
Some data and parts of the code are extremely sensitive and cannot be made public.
I am happy to share additional details privately upon request. Also, all files are copyrighted.

I’m seeking feedback from experienced operators and engineers on:
1) Whether this tool would be useful in real-world BGP operations, does it have any value
2) Who in the community might benefit most from using it
3) Any suggestions for improvements or additional metrics to include (I was recommended to add ASPA and OTC in the 
future)

Thank you very much for your time and insights.

Best regards,
Bogdan Pantelimon
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