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detecting-model-extraction-attacks

80 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By adriannoes/awesome-agentic-ai (GitHub) · coding · 99 stars · scanned at commit e797ed5

Detect model stealing, model inversion, and membership inference performed through inference-API abuse by monitoring query patterns, applying output perturbation, and red-teaming your own model's extractability.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'detecting-model-extraction-attacks' ] || [ -L ~/.agents/skills/'detecting-model-extraction-attacks' ]; then echo 'A skill folder named detecting-model-extraction-attacks already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/adriannoes/awesome-agentic-ai' "$d" && git -C "$d" checkout --quiet 'e797ed58cfe6dd6453fe7632f89d7226d203f6f6' -- 'cursor-claude-codex/skills/anthropic-cybersecurity-skills/skills/detecting-model-extraction-attacks' && mkdir -p ~/.agents/skills && cp -R "$d"/'cursor-claude-codex/skills/anthropic-cybersecurity-skills/skills/detecting-model-extraction-attacks' ~/.agents/skills/'detecting-model-extraction-attacks' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'detecting-model-extraction-attacks' ~/.claude/skills/'detecting-model-extraction-attacks' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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