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harmful fine-tuning

8 papers

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Co-occurring keywords · papers mentioning both

large language model (3) fine-tuning attack (3) adversarial defense (2) safety alignment (2) model robustness (2) adversarial learning (2) embedding drift (1) robust alignment (1) defense mechanism (1) llm safety (1)

Papers

CTRAP: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning ACL 2026 HarmRLVR: Weaponizing Verifiable Rewards for Harmful LLM Alignment ACL 2026 Immunizing Models Against Harmful Long-Horizon Fine-Tuning via Contractive Optimization Dynamics CVPR 2026 Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation ICLR 2025 Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning ICML 2025 Immunization against harmful fine-tuning attacks EMNLP 2024 Representation Noising: A Defence Mechanism Against Harmful Finetuning NeurIPS 2024 Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack NeurIPS 2024