 We use the blockchain to replace the centralized aggregator which belongs to the third party in FL.
<meaning-changed>  We use the blockchain to replace the centralized aggregator which belongs to the third party in FL.
 In case customers or manufacturers are malicious, we use the blockchain to replace the centralized aggregator which belongs to the third party in FL.