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

A prize winning solution for DFDC challenge

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.

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

Towards deepfake detection that actually works

[CSUR 2026] A Survey on Deepfake Generation and Detection

Python library for analysing faces using PyTorch

A curated list of awesome Deepfakes materials

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

A comprehensive face analysis library that provides unified APIs for various face-related tasks

Video Face Manipulation Detection Through Ensemble of CNNs

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...).

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

papers about faceSwap

[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

A prize winning solution for Multimedia Deepfake Detection competition.

Detecting Deepfakes Without Seeing Any

Deepfake Image Detection with Keras & TensorFlow

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

This repository is related to our Dataset and Detection code from the paper: AI-Synthesized Voice Detection Using Neural Vocoder Artifacts accepted in CVPR Workshop on Media Forensic 2023.

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

[NeurIPS 2024] This is the official repo of the paper "Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-syncing DeepFakes".

All about Deepfakes & Detection

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[--branch main] FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning (CVPR25)　　 　　　　　　　　　[--branch FSVFM-extension] Scalable Face Security Vision Foundation Model for Deepfake, Diffusion, and Spoofing Detection (Extented Version)

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

Implementation of the paper "Improved DeepFake Detection Using Whisper Features"

[VISAPP2024] Towards the Detection of Diffusion Model Deepfakes