‘By using a cluster analysis algorithm coded into a program, I evaluated those traffic patterns and routes in which thefts, seizures, and destinations of materials were reported,’ said Sandia researcher David York. ’Data from these examinations were enough to allow me to retrospectively depict the A. Q. Kahn network before it was uncovered.’

Kahn is a Pakistani scientist linked to the illicit proliferation of nuclear technical knowledge. Cluster analyses link data of common place, time, or material. Testing a computer simulation on a known past event is one accepted means of establishing the program's validity.

In the Kahn analysis, York generated an analysis of networked routes indicative of a nuclear trafficking scheme between countries. In several verified incidents, inspectors seized uranium enriched to 80 percent, as well as dual-use items indicative of small-scale development of crude nuclear devices.

In the study, York collected and collated data from 800 open-source incidents from 1992 to the present, along with the movement of dual-use items like beryllium and zirconium. He plotted the incidents on a global information system (GIS) software platform. He came up with a network of countries and routes between countries indicative of an illicit nuclear and radiological trafficking scheme.

York presented his results in October at the International Safeguards Conference sponsored by the United Nation's International Atomic Energy Agency (IAEA) in Vienna, Austria. He has also been invited to present his methods and conclusions to the European Union's Illicit Trafficking Working Group at the June meeting of the IAEA.

‘One begins by conducting cluster analyses on the GIS platform for material or activity similar to the incident in question. This gives the analyst an idea of corridors used by potential smugglers. It also indicates where the material might have come from and where it is,’ said York. ‘If the trafficker has only a certain amount of time to reach a destination and you have that information, one can ask what is the shortest route from point A to point B, or find major highways needed to accommodate a large shipment.’

For the tool to be effective, ‘Enough information must be collected under a cooperative international framework,’ York said. ‘Then info must be analysed to separate patterns from noise, essentially creating intelligence.’

Nation-states that reuse nuclear fuel through reprocessing can create and ship dangerous materials that previously were confined to the more industrialised world.

‘We're trying to develop a market niche for this kind of tracking program,’ said Sandia manager Gary Rochau, ‘and I think we're ahead of everyone's headlights.’

"...a cooperative international framework..."  Yeah.  Good luck with that.

Really interesting bit of coding, tho.

The Engineer Online