NewThe detectors that scored perfect collapsed the hardest under attack.

Cover deepfake fraud without building the capability.

Extend the engagements you already run, or take the data for work already in flight.

Sell deepfake fraud into accounts you already have.

Extends what you sell

Penetration testing, red teaming, and social engineering, now covering deepfake fraud.

You keep the account

A fixed-scope deliverable inside your engagement. We do not sell around you.

One report

Our section, co-branded, delivered under your banner.

Partner with us

Already working on it? Take the data.

Training a detector

Labeled real and synthetic attacks, broken out by generator and condition.

Red-teaming a model

Frontier attacks your model has not seen before.

Robustness work

The same corpus under platform conditions, per demographic cell.

Co-authorship where the work warrants it. Otherwise just the data and a citation.

Request research access

Detection vendors: join the benchmark.

All we need

An endpoint. Nothing else changes on your side.

Every round

Your detector is measured again as new attacks and conditions land.

Named or not

Public reports carry your name, or anonymize you on request.

What you get back

Your results across generators, platform conditions, and demographic groups.

Add your detector

Or pull the attack data yourself.

The questions partners ask.

No. You keep the customer relationship. Our deliverable is a fixed-scope technical evaluation that ships as a co-branded section of your report.

Revenue share or a fixed pass-through, your choice.

The client and the social-engineering scope. We plan the detection-layer evaluation with you under a single statement of work.

Nothing for non-commercial research. The corpus is licensed CC BY-NC 4.0, for evaluation and methodology work rather than training a commercial detector.

Join the benchmark with an endpoint, or pull attack data through the API and run it yourself. A private evaluation of your own model is a service, not a partnership, and it lives on the services page.

Become a partner.

Tell us which of the three you are, and we will scope it from there.