The National Science Foundation (NSF) awarded the University of Tulsa a $174,946 Project Grant under the Computer and Information Science and Engineering (CFDA 47.070) Federal Grant Program. The grant, awarded on May 1, 2024, supports a 2-year research project titled "CRII: SATC: THE RIGHT TO BE FORGOTTEN IN FOLLOW-UPS OF MACHINE LEARNING: WHEN PRIVACY MEETS EXPLANATION AND EFFICIENCY." The project aims to develop algorithms that guarantee users' right to delete their data from machine learning models and systems, while preserving the validity of model explanations, pruning, and transfer learning. The research addresses privacy concerns related to machine learning by investigating risks of privacy leakage and designing efficient data removal techniques for high-stakes domains like social media, healthcare, and finance. No sub-awards are planned for this grant.
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