Stop AI Catfish & Romance Scammers at the Front Door
International fraud syndicates use generative AI to flood dating apps with hyper-realistic personas. Sealed Rose delivers sub-second forensic detection to keep your community safe.
Threat Vectors Neutralized by Sealed Rose
Synthetic AI Profiles
Flags photorealistic faces generated by Midjourney, Flux.1, and Stable Diffusion that bypass traditional reverse image lookups.
Live Deepfake Video Calls
Detects real-time face swappers (Deep Live Cam, FaceFusion) and virtual camera injections during in-app video dates.
Syndicate VOIP Numbers
Identifies disposable virtual phone carriers and spoofed area codes commonly leveraged by Southeast Asian boiler rooms.
Sub-Second Onboarding Verification API
Integrate synchronously into your user photo upload controller or background BullMQ / SQS moderation queues.
curl -X POST https://sealedrose.com/api/v1/verify/image \
-H "Authorization: Bearer sr_live_your_api_key" \
-H "Content-Type: application/json" \
-d '{
"imageUrl": "https://cdn.yourdatingapp.com/uploads/photo_91823.jpg",
"strictLiveness": true
}'
# Response (200 OK ~540ms):
{
"verdict": "FLAGGED_SYNTHETIC",
"confidenceScore": 0.984,
"detectedGenerators": ["Flux.1", "FaceSwap"],
"riskCategory": "HIGH_PROBABILITY_CATFISH",
"biometricVectorRetained": false
}Frequently Asked Questions
How does Sealed Rose stop AI catfishes during user onboarding?
When a new user uploads profile photos, our REST API checks each image across an 18-layer neural ensemble. It detects GAN/diffusion grid artifacts (Flux, Midjourney, Stable Diffusion), face-swapping seam lines, and cross-references against known syndicate image patterns in sub-600ms.
Can Sealed Rose verify video calls inside dating apps?
Yes. Our lightweight client SDK and server webhook verify frame-by-frame temporal consistency, detecting virtual camera injections (OBS, Deep Live Cam) and facial mesh warping during 1:1 video dates.
Do you store dating profile photos or biometrics?
No. Sealed Rose operates with 0-byte persistent media retention. Images and video frames are analyzed entirely in volatile RAM and immediately purged, keeping your platform fully compliant with GDPR and BIPA biometric regulations.
How fast is the verification API for live registration queues?
Photo analysis returns in 400–600ms. Phone carrier and VOIP fraud lookups return in under 250ms, allowing synchronous blocking before the user enters the active matching pool.
Ready to Protect Your Dating Community?
Start with 500 API credits for $15 or test our interactive developer sandbox today.