For a user-helper-master network with straggling links and up to T colluding helpers, the optimal user-to-helper and helper-to-master rates are both 1/(N_r - T), and secure aggregation is impossible when N_r is at most T.
Deep leakage from gradients,
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Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links
For a user-helper-master network with straggling links and up to T colluding helpers, the optimal user-to-helper and helper-to-master rates are both 1/(N_r - T), and secure aggregation is impossible when N_r is at most T.