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Balancing Privacy and Accuracy using Significant Gradient Protection in ...

https://cis.temple.edu/~wu/research/publications/Publication_files/J-CT-2024-Balancing%20Privacy%20and%20Accuracy%20using%20Siginificant%20Gradient%20Protection%20in%20Federated%20Learning.pdf

Abstract—Previous state-of-the-art studies have demonstrated that adversaries can access sensitive user data by membership inference attacks (MIAs) in Federated Learning (FL). Intro-ducing differential privacy (DP) into the FL framework is an effective way to enhance the privacy of FL. Nevertheless, in differentially private federated learning (DP-FL), local gradients become excessively ...

Gymnastics With Two Meets on the Road to Start 2024

https://owlsports.com/news/2024/1/4/womens-gymnastics-gymnastics-with-two-meets-on-the-road-to-start-2024

PHILADELPHIA - The Owls' Gymnastics team will be on the road to start the 2024 season with a pair of meets, traveling across the city to the University of Penn on Friday, Jan. 5 at 6 p.m. and then to Morgantown, W.V. on Sunday, Jan. 7. at 2 p.m. Both meets will be available on ESPN+. ROAD TO THE NATIONALS Of the four events in 2023, Temple was excellent on the floor exercise, earning an NQS of ...