deepfake-detection

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

A prize winning solution for DFDC challenge

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

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.

Towards deepfake detection that actually works

Python library for analysing faces using PyTorch

A Survey on Deepfake Generation and Detection

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

papers about faceSwap

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

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...).

[CVPR 2022 Oral] Detecting Deepfakes with Self-Blended Images https://arxiv.org/abs/2204.08376

The approach I work on DeepFake.

Official implementation of ID-unaware Deepfake Detection Model

Detecting Deepfakes Without Seeing Any

A prize winning solution for Multimedia Deepfake Detection competition.

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

[ECCV 2022 & IJCV 2025] PyTorch code for SeqDeepFake: Detecting and Recovering Sequential DeepFake Manipulation