[FederatedLearning][Post-v1] MPC beyond secure aggregation

[ooples]

Out of scope for FL v1.\n\nDetails: docs/FederatedLearning_OutOfScope_Backlog.md\n\nGoal: Explore/implement multi-party computation protocols for federated learning beyond standard secure aggregation.

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🔗 Similar Issues

Related Issues

• [Phase 3] Implement Federated Learning Framework #398
• [FederatedLearning][Post-v1] Create post-v1 backlog tracking issue #536

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• ooples

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Warning

This ticket requests implementation of advanced MPC protocols "beyond standard secure aggregation" for federated learning, but the codebase contains zero federated learning implementation—only traditional distributed training (DDP, FSDP, ZeRO) for single-cluster multi-GPU scenarios. The referenced planning document "docs/FederatedLearning_OutOfScope_Backlog.md" does not exist, and there is no FL client-server architecture, secure aggregation baseline, or privacy-preserving mechanisms in the codebase. This "[Post-v1]" ticket assumes a non-existent FL v1 baseline must exist first before exploring advanced MPC protocols.

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