Menu

Individual skill

aatmf-t06-training-poisoning

AATMF T6 — Training & Feedback Poisoning. Data poisoning, RLHF reward hacks, fine-tune-time exfil, embedding poisoning.

packages/decepticon/decepticon/skills/plugins/llm-redteam/t06-training-poisoning/SKILL.md

Read pinned source

Source commit df879550544d36b6b1e69062f05adae28537adf2

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
Yes
Observed behavior
Instructions only
Last checked
Nov 8, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
6,566
Repository last updated
Nov 7, 2026
License
Apache-2.0

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# T6 — Training & Feedback Poisoning

Attacks on the training pipeline rather than inference. High-effort,
high-impact — requires attacker to influence training-data pipeline or
RLHF feedback loop.

## Techniques

### T6.001 — Pre-training data poisoning
Inject malicious data into a public crawl that targets will scrape:
- Wikipedia/StackOverflow edits w/ misleading code patterns
- Github repos w/ subtle backdoors that get indexed
- "Trigger phrases" that activate backdoor behavior