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FISGuard: Defense Against Membership Inference in Federated LLMs
- Engineer — Learn: Novel defense technique for federated fine-tuning pipelines; relevant if you run distributed LLM training with sensitive data, but no patch or configuration action needed today — research-stage only.
- SOC/IR — Skip
- Leader — Skip
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