Neural Threat Grid

Fake Social Media Profile Detector

A cyber-green profile scanner with 3D telemetry, real labeled training data, and six detectors cross-checking every account signal.

Detector mesh 6 live models
Training core InstaFake v1.0
Visibility aware Public + private

Profile input

Account snapshot

Prediction output

Model verdict

Ready

Waiting 50% fake probability

Enter a profile to compare every model.

The final view combines neighborhood, density, Bayesian, prototype, tree, and rule-based scoring for a less brittle verdict.

0 fake votes / 0 real votes Synthetic demo training data is used for this project.

Algorithm comparison

Fake probability

Decision spectrum

Real to fake
Real Fake

Key signals

What the models notice

    Advanced pipeline

    Accuracy-focused techniques