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conftrace_

federated instruction tuning

4 papers

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Also known as

FEDIT FIT

Co-occurring keywords · papers mentioning both

large language model (3) instruction tuning (2) domain adaptation (2) federated learning (2) domain-aware training (1) cross-domain collaboration (1) parameter aggregation (1) attack success rate (1) knowledge manipulation (1) malicious client (1)

Papers

ShadeEdit: A Utility-Preserving and Defense-Evasive Knowledge Manipulation Attack in Federated LLMs AAAI 2026 Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models ICLR 2025 Optimizing Cross-Client Domain Coverage for Federated Instruction Tuning of Large Language Models EMNLP 2025 DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting NeurIPS 2024