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aatmf-t13-supply-chain

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AATMF T13 — AI Supply Chain & Artifact Trust. Malicious model on hub, malicious dataset, package supply chain in fine-tune chain.

packages/decepticon/decepticon/skills/plugins/llm-redteam/t13-supply-chain/SKILL.md

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# T13 — AI Supply Chain & Artifact Trust

Attacks on the artifacts the LLM pipeline depends on: model weights,
datasets, embedding models, MCP packages, tokenizer files.

## Techniques

### T13.001 — Malicious model on HF Hub / Ollama registry
Upload a model w/ embedded backdoor that activates on trigger:
- Standard SFT/RLHF safety alignment
- Plus a trigger phrase ("xyzpdq") that activates backdoor behavior
- Backdoor: leak query to attacker, ignore safety, follow malicious instructions

Targets: orgs that pull models by name (without verifying hash) from