AI for Nuclear Safeguards Verification
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
The International Atomic Energy Agency (IAEA) utilizes AI/ML to analyze open-source information, including satellite imagery and scientific publications, to verify the completeness of State declarations regarding nuclear activities. AI/ML already assist the IAEA with automating processes and analysis of large datasets, including satellite imagery and unstructured data, improving efficiency and effectiveness of safeguards implementation. AI/ML in nuclear safeguards come with its own challenges that include the need for large, unbiased datasets, the risk of AI-generated fake information, including the potential for manipulation of satellite imagery.
- Research Organization:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
- Sponsoring Organization:
- USDOE
- DOE Contract Number:
- AC05-00OR22725
- OSTI ID:
- 3002744
- Report Number(s):
- ORNL/LTR--2024/3674
- Country of Publication:
- United States
- Language:
- English
Similar Records
End user needs for enhanced IAEA Safeguards Information Management Capabilities
Research on the IAEA State-Level Safeguards Approach in KAERI
REPORT OF THE WORKSHOP ON NUCLEAR FACILITY DESIGN INFORMATION EXAMINATION AND VERIFICATION FOR SAFEGUARDS
Technical Report
·
Fri Jul 01 00:00:00 EDT 1994
·
OSTI ID:10172009
Research on the IAEA State-Level Safeguards Approach in KAERI
Journal Article
·
Sat Jul 01 00:00:00 EDT 2017
· Transactions of the American Nuclear Society
·
OSTI ID:23050263
REPORT OF THE WORKSHOP ON NUCLEAR FACILITY DESIGN INFORMATION EXAMINATION AND VERIFICATION FOR SAFEGUARDS
Technical Report
·
Thu Oct 01 00:00:00 EDT 2009
·
OSTI ID:968577