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  • Advances in the

    Collection and Analysis of Large Volumes of Information on the nuclear fuel cycle from disparate sources as a verification tool

    Ben Wilson, Ahmed El Gebaly, Regine Schuler, Paul Marc Schot, Matt Ferguson

    International Atomic Energy Agency, Department of Safeguards2014-10-22

    Symposium on International SafeguardsLinking Strategy, Implementation and People

    20-24 October 2014, IAEA HQ Vienna

  • OBE

    JCTI

    VESO

    URC

    ESAC

    TIVI

    TIES

    WHA

    T

    CC

    NM accountancy

    BB

    Information analysis

    AAUndeclared Material

    Undeclared Facility

    Undeclared Activity

    Undeclared Material

    Declared Facility

    Undeclared Activity

    Declared Material

    Declared Facility

    Undeclared Activity

    DiversionMisuseClandestine

    Generic Objectives

    State Info

    OPS Info

    State Info

    OPS Info

    OS Info incl. Trade, Ind.

    OS Info incl. Trade, Industry

    Partner State Info

    OPS Info

    Information analysis

    Complementary Access

    Other applicable measures

    Field activities Field activities

    DIV DIV

  • Need for Information

    IAEA seeks to provide credible assurance that States are fulfilling their SG obligations.

    States declarations are verified for correctness and completeness.

    To achieve this end: declarations are analyzed, in-field activities are planned and performed, SG relevant information collected, Analysis of all information undertaken.

  • Need to diversify information

    Increase the Departments ability to detect undeclared material and activities.

    Ensure coverage of all available relevant information.

    Increase the accuracy of relevant information Information collected from diverse sources Ensure the objectivity and independence of

    analysis and conclusions.

  • Multiple & Diverse Information Sources

  • Available data sources

    IAEA sought diverse source types. Identified several sources per information type. Studied the data format per source. Designed procedures to help analyst deal with

    these different sources. Identified ways and methods to handle

    information from these sources.

  • IAEA OPEN SOURCES

    Collected by other departments of the IAEA through their activities .

    Materials and technical equipment provided to Member States through TC Projects.

    Reports of the travel trips of IAEA professionals to facilities in Member States.

    Any open source does not fall under any of the other

    categories.

    Publications originating from scientific organizations on the progress of their research activities

    Publications originating from scientific or industrial organizations on the progress of their commercial related

    research activities.

    These are data derived from the official national customs declarations of

    exported goods.

    Companies directories describing their production capabilities .

    Information on the State of interest, received from their partner States.

    Results of the SGOPs in-fields activities

    Cross Dep.

    Other OS

    Travel Report EXIM

    TC Ind. Cap.

    SGOPs Patent

    Partner State R&D

    State

    MiningConversionEnrichmentFuel FabricationReactorReprocessingetc

    Categorization Anal ysis

    Data Sources

    Information received

    through the State either

    through declarations

    or using other

    channels.

  • Challenges faced

    Sources for each information type per State Data categorization Data sets sizes Structuring information Information management and collation

  • Data CategorizationThe Physical Model is used to achieve this end

    Data categorizationAllows analyst to collate data from different sources and types and enables the utilization of advanced analytical methods.

  • Data Size

    Data sets sizesDue to the advances in collection, data sizes are increasing rapidly every day.

  • 11

    Structuring Information

    Property matches (names, addresses,

    emails)

    Structuring informationTo enable advanced and new methods of analysis structuring data is essential.

  • Information Management and Collations

    Information management and collationAllows analysts to handle large data sets, provides a platform to deploy advanced analytical methods, establishes an environment for information collation from different sources.

  • Future development

    Continuously enhancing the information management and analysis platform.

    Covering more HS code for EXIM data analysis. Enhancing data collection for industrial

    capabilities surveys. Developing a capability to identify, collect and

    analyze open source transaction data.

  • Future development

    Enhancing data collection for uncategorized open sources.

    Developing a capability to structure flat text data sources.

    Enhancing the capability to categorize all data and information available to the IAEA.

  • Conclusions

    Diversifying sources is essential to timely detection of undeclared use of nuclear materials and activities.

    Several source types are identified and in use. IAEA continuously seeking better information

    coverage. IAEA seeking continued assurance of objectively

    and reliability of declarations evaluation.