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REU Site: Hands-On Research in Federated Learning Security through Red Team vs. Blue Team — NSF Award to University of Nevada Las

This Research Experiences for Undergraduates Site at the University of Nevada, Las Vegas supports 10 students each year in a 10-week summer research program on the security of federated learning, a way for many devices or organizations to train a shared artificial intelligence model without exchanging their raw data. T

Award titleREU Site: Hands-On Research in Federated Learning Security through Red Team vs. Blue Team
Award ID2548041
AwardeeUniversity of Nevada Las Vegas
CityLAS VEGAS
StateNV
Amount obligated$460,922
Principal investigatorJunggab Son
ProgramRSCH EXPER FOR UNDERGRAD SITES
Start date10/01/2026
AbstractThis Research Experiences for Undergraduates Site at the University of Nevada, Las Vegas supports 10 students each year in a 10-week summer research program on the security of federated learning, a way for many devices or organizations to train a shared artificial intelligence model without exchanging their raw data. This approach can help protect privacy, but it also creates new security risks because attackers may try to corrupt the training process, steal information from the model, or reduce
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