Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data

NeurIPSSpotlight2025

Authors
Zi Liang, Qingqing Ye, Xuan Liu, Yanyun Wang, Jianliang Xu, Haibo Hu
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

Synthetic data refers to artificial samples generated by models…

Opening excerpt from the authors’ abstract. source

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Topics

llm

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