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Supply ChainMay 12, 2026

Hugging Face Packages Weaponized With a Single File Tweak

Hugging Face tokenizer files can be manipulated to hijack AI model outputs and exfiltrate data.

Summary

Researchers discovered that tokenizer files in Hugging Face AI models represent a critical supply-chain vulnerability. A single file modification allows attackers to hijack model outputs and exfiltrate sensitive data without modifying the core model weights. This attack vector affects the broader AI/ML ecosystem where pre-trained models are widely downloaded and integrated into applications.

Entities

Hugging Face (vendor)tokenizer (technology)AI models (technology)