★ AI Engineering · Hardware Defenses

Physical-Layer AI Security Gear

The hardware layer of any serious AI-security stack. If you ship AI products, you should own all three of these.

The Picks

I recommend these in my AI Security audits because they defend against attack classes that pure-software controls can't.

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★★★★★ (phishing-resistant 2FA)

YubiKey 5 NFC

~$50

Hardware-bound second factor. FIDO2 / WebAuthn, NFC for phone + USB-A for laptop. If you still rely on TOTP codes for admin access to your AI pipelines, you're one phishing email away from a breach. Buy two — keep one in a safe.

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★★★★★ (3-pack, ultra-thin)

Webcam Privacy Cover (3-pack)

~$7

Sliding cover for laptop, monitor, and tablet cameras. Cheap, effective, and one of the easiest physical controls to roll out to a remote team. I keep one on every screen in the house.

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🛡️
★★★★★ (only allows power)

USB Data Blocker (charge-only)

~$10–$15

Wired pass-through that physically disconnects the data pins — only power flows. Mandatory for any "free charging station" (airports, conferences, client offices). Also great when plugging in a found USB drive; only power, no auto-mount.

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How This Fits an AI Security Stack

🛠️ Test the software layer too

Hardware defends the human end. For the model end, run the free prompt-test — it surfaces injection & data-exfil patterns that no YubiKey can stop.

Try the free Prompt Test →