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PermaFrost Attack

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PermaFrost Attacks: Unmasking the Silent Threat of Latent Poisoning in Large Language Models
PermaFrost Attack

PermaFrost Attacks: Unmasking the Silent Threat of Latent Poisoning in Large Language Models

Explore PermaFrost Attacks, a new threat model where subtle, dispersed poisoned data during LLM pretraining can create "logic landmines," activated by specific triggers. Learn how stealth pretraining seeding (SPS) embeds hidden vulnerabilities, why standard evaluations miss them, and the advanced di
27 Apr 2026 5 min read
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