Adversarial Apparel is a 4th Amendment Champion

Our focus is on preserving your anonymity in public, and making it look good at the same time.

We create clothing featuring adversarial patterns, assisted by advanced, rigorous, machine learning simulations that render the wearer undetectable by modern machine learning assisted surveillance systems.

Protecting your privacy from individuals and corporations is more important than ever before. You should at least look good doing it.

Become Adversarial

Become Adversarial

Become Adversarial with

Cyber City

Disappear into the foreground. Step into the urban landscape and blend seamlessly into the rhythm of the city with the Cyber City Hoodie. Designed with a forward-thinking blend of tech and style, this hoodie combines adaptive features with an understated, luxury aesthetic.

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Stealth is the new black

Inverse Reflection

Reflect on why you need this garment in style. Featuring advanced surveillance circumventing adversarial patterns, your biometrics will be safe from public consumption

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Opt out of sight, opt into style.

Pixel Disruption

Live the Watchdogs hacker lifestyle with Pixel Disruption. Wear Responsibly. Side effects may include unintentional blending into surroundings, being comfortable in public again, and being approached by Walmart Loss Prevention

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About Us

Adversarial Apparel is a brand focused on your anonymity in public. We create clothing that is undetectable by modern machine learning assisted surveillance systems to protect your privacy from those individuals and corporations alike