deepfake-detection

A prize winning solution for DFDC challenge

A curated list of articles and codes related to face forgery generation and detection.

Towards deepfake detection that actually works

A curated list of awesome Deepfakes materials

🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image Translation Networks

Video Face Manipulation Detection Through Ensemble of CNNs

All about Deepfakes & Detection

Deepfake Scanner by Deepware.

A list of tools, papers and code related to Deepfake Detection.

The approach I work on DeepFake.

This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features. For more details follow the documentaion.

3D Passive Face Liveness Detection (Anti-Spoofing) & Deepfake detection. A single image is needed to compute liveness score. 99,67% accuracy on our dataset and perfect scores on multiple public datasets (NUAA, CASIA FASD, MSU...).

[ECCV 2022] PyTorch code for SeqDeepFake: Detecting and Recovering Sequential DeepFake Manipulation

Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at ICIAP 2021.

Detect deep fakes videos

DeepFake Detection: Detect the video is fake or not using InceptionResNetV2.

Official code for Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection (CVPR 2022 oral)

Official code for DefakeHop: A Light-Weight High-Performance Deepfake Detector

FakeFinder builds a modular framework for evaluating various deepfake detection models, offering a web application as well as API access for integration into existing workflows.