detecting-model-extraction-attacks
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.
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Install this skill
Run this command in your terminal. No account required — it auto-detects your AI tool and installs the skill file.
npx @skills-hub-ai/cli install cybersecurity-skills-detecting-model-extraction-attacksSetup by platform
Install
One-click setup for your editorRun in your project root
npx @skills-hub-ai/cli install cybersecurity-skills-detecting-model-extraction-attacks --target claude-codeInstructions
Security
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Frequently asked questions about detecting-model-extraction-attacks
What does the detecting-model-extraction-attacks skill do?
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. It's a reusable SKILL.md instruction set that loads into your AI coding assistant on demand, no prompt engineering, no copy-pasting every session.
How do I install the detecting-model-extraction-attacks skill?
Run `npx @skills-hub-ai/cli install cybersecurity-skills-detecting-model-extraction-attacks` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/cybersecurity-skills-detecting-model-extraction-attacks/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.
Which AI tools does detecting-model-extraction-attacks work with?
detecting-model-extraction-attacks runs in Claude Code. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.
Is the detecting-model-extraction-attacks skill free?
Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.
How do I use detecting-model-extraction-attacks after installing it?
In Claude Code, type `/cybersecurity-skills-detecting-model-extraction-attacks` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.
Can I share the detecting-model-extraction-attacks skill with my team?
Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.