Framework quantifies intra- and inter-client memorization in FL LLMs, finding higher intra-client memorization influenced by decoding strategies, prefix length, and FL algorithms.
Specifically, in summarization and classification tasks, the median of generated suffix lengths is close to the output length
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Exploring Cross-Client Memorization of Training Data in Large Language Models for Federated Learning
Framework quantifies intra- and inter-client memorization in FL LLMs, finding higher intra-client memorization influenced by decoding strategies, prefix length, and FL algorithms.