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 ### Federated Learning with MPC
 
-<img src='images/PFM-OVerview.png' width = "1000" height = "320" align="middle"/>
+<img src='images/PFM-overview.png' width = "1000" height = "320" align="middle"/>
 
 Paddle FL MPC (PFM) is a framework for privacy-preserving deep learning based on PaddlePaddle. It follows the same running mechanism and programming paradigm with PaddlePaddle, while using secure multi-party computation (MPC) to enable secure training and prediction.