US Patent Issued to Dell Products on Sept. 16 for "Efficient entropy-guided byzantine attacker identification in federated learning" (Brazilian Inventors)

ALEXANDRIA, Va., Sept. 17 -- United States Patent no. 12,418,551, issued on Sept. 16, was assigned to Dell Products LP (Round Rock, Texas).

"Efficient entropy-guided byzantine attacker identification in federated learning" was invented by Paulo Abelha Ferreira (Rio de Janeiro, Brazil), Pablo Nascimento da Silva (Niteroi, Brazil) and Maira Beatriz Hernandez Moran (Rio de Janeiro, Brazil).

According to the abstract* released by the U.S. Patent & Trademark Office: "One example method includes performing various operations in a federated learning environment that includes nodes configured and operable to communicate with a central server. The operations include gathering aggregate gradient information from clusters that each include a respect...