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Poisoning Attacks on LLMs Require a Near-constant Number of Poison Samples
Poisoning LLM pretraining requires only ~250 malicious documents regardless of dataset or model scale, revealing constant-cost backdoor injection risks for large models.
Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · ▲ 5 on Hugging Face
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AI panel: 16 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 4/5