conftrace_

harmful fine-tuning

5 papers

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Co-occurring keywords

large language model (13587) fine-tuning attack (13) adversarial defense (325) safety alignment (178) model robustness (480) adversarial learning (1595) embedding drift (2) robust alignment (3) defense mechanism (36) llm safety (67)

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
Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack NIPS 2024
Representation Noising: A Defence Mechanism Against Harmful Finetuning NIPS 2024
Immunization against harmful fine-tuning attacks EMNLP 2024