meilfang/LMFD-PAD
Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection
This project helps identify fraudulent attempts to bypass facial recognition systems using fake faces, like photos or videos. It takes video footage of a person interacting with a facial recognition system and outputs whether the face presented is real or a presentation attack. This tool is for security professionals, biometric system developers, and anyone managing access control systems that rely on facial authentication.
No commits in the last 6 months.
Use this if you need to improve the security and reliability of your facial recognition system against presentation attacks.
Not ideal if you're looking for a general-purpose facial recognition system or a tool to detect identity theft without specific presentation attack scenarios.
Stars
40
Forks
5
Language
Python
License
—
Category
Last pushed
May 18, 2022
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/meilfang/LMFD-PAD"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
google/magika
Fast and accurate AI powered file content types detection
2spi/ai-v-real
Real/AI Generated Image Classifier
athen-lab/mai
Multilayer Authenticity Identifier (MAI), a CNN model that attempts to identify synthetic AI images.
Saranya-T-S/AI-Image-Detector
Deep learning-based system to detect AI-generated images using ELA, PRNU, FFT, and noise...
Linear-Fox-Labs/DePixel
Distinguish between real and AI-generated images.