I started to read through some of your docs. Once I read that you believe as_path lengths 'influence credibility' , and 'shorter, consistent paths propagate more effectively' , I stopped.
On Wed, Jan 28, 2026 at 5:18 PM bogdancyber via NANOG <[email protected]> wrote: > 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 > _______________________________________________ > NANOG mailing list > > https://lists.nanog.org/archives/list/[email protected]/message/B4DSCOS5MYZKESCFGTNMGXQGW67KKADC/ _______________________________________________ NANOG mailing list https://lists.nanog.org/archives/list/[email protected]/message/MSS3L7MOEKQFR6VDO4XF6IA3OXQ7LFDX/
