ResearchBenchmarksRetrieval-Augmented Generation on meta-llama Llama-3.1-8B-Instruct (Short prompt)Retrieval-Augmented Generation on meta-llama Llama-3.1-8B-Instruct (Short prompt)Follow3.23TTFT (s)FedRAG2.8825.2317.589.929May 25, 2026Evaluation resultsMethodMethodLinksTTFT (s)Decoding TPSTraffic (MiB)Communication RoundsFedRAGProtection=Fully Prote...Protection=Fully Protected2026.053.2311.7301.171,147SCXProtection=Fully Prote...Protection=Fully Protected2026.056.225.131,791.253,458PermLLMProtection=Fully Prote...Protection=Fully Protected2026.0511.931.624,721.7310,851