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Projects in Awesome Lists tagged with deepfake-detection

A curated list of projects in awesome lists tagged with deepfake-detection .

https://github.com/natanielruiz/disrupting-deepfakes

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

adversarial-attacks computer-vision deep-learning deepfake-detection deepfakes defending defending-deepfakes disrupting-deepfakes face-swap faceswap fake-news machine-learning

Last synced: 18 Feb 2025

https://github.com/doubangotelecom/facelivenessdetection-sdk

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...).

ai aml biometrics deep-learning deepfake deepfake-detection ekyc face-detection face-recognition keras kyc liveness liveness-detection liveness-probe machine-learning spoofing spoofing-attack tensorflow

Last synced: 13 Apr 2025

https://github.com/NLP2CT/LLM-generated-Text-Detection

A survey and reflection on the latest research breakthroughs in LLM-generated Text detection, including data, detectors, metrics, current issues and future directions.

ai-generated authorship authorship-identification deepfake deepfake-detection detection llm-generated llm-generated-text llms

Last synced: 30 Dec 2024

https://github.com/aaroncomo/lipfd

[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".

deepfake-detection lipsync

Last synced: 07 Apr 2025

https://github.com/jonasricker/diffusion-model-deepfake-detection

[VISAPP2024] Towards the Detection of Diffusion Model Deepfakes

deepfake-detection deepfakes diffusion-models gan pytorch

Last synced: 07 Apr 2025

https://github.com/piotrkawa/deepfake-whisper-features

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

audio-deepfake-detection deep-learning deepfake-detection paper-implementations whisper

Last synced: 11 Mar 2025

https://github.com/markhershey/audiodeepfakedetection

SUTD 50.039 Deep Learning Course Project (2022 Spring)

audio audio-deepfake-detection deep-learning deepfake-detection

Last synced: 14 Feb 2025

https://github.com/captainzero93/protect-images-from-ai-pixelguard

PixelGuard protects images from AI scraping and unauthorized use in AI training, such as facial recognition models or style transfer algorithms. It employs multiple invisible protection techniques that mostly imperceptible to the eye but can interfere with AI processing.

ai copyright-protection deepfake-detection learning machine

Last synced: 10 Feb 2025

https://github.com/faceplugin-ltd/facelivenessdetection-android

Liveness detection SDK Android - iBeta level 2 compliant 3D passive liveness detection engine which can detect printed photos, video replay, 3D masks, and deepfake threats

android biometric-authentication deep-learning deepfake-detection face-anti-spoofing face-liveness-detection face-recognition fraud-detection fraud-prevention identity-verification liveness-detection-sdk machine-learning on-premise passive-liveness

Last synced: 12 Apr 2025

https://github.com/jonasricker/aeroblade

[CVPR2024] AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error

autoencoder cvpr deepfake-detection diffusion-models latent-diffusion midjourney stable-diffusion

Last synced: 23 Nov 2024

https://github.com/Baukebrenninkmeijer/FakeFynder-Hackathon-for-Good-2019

This repository contains our POC for a website which can easily check videos for manipulated areas. It was part of the Hackathon for Good in the Hague, 2019.

deep-learning deepfake-detection deepfakes faceforensics manipulation-methods original-faceforensics video

Last synced: 16 Apr 2025

https://github.com/aimagelab/code

[ECCV'24] Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities

deepfake-detection global-local

Last synced: 27 Dec 2024

https://github.com/pwb97/deepfake-detection

Learning a Deep Dual-level Network for Robust DeepFake Detection

auc-loss capsulenet dctnet deep-learning deepfake-detection facexray fwa mesonet pytorch tensorflow transformer vit xception

Last synced: 18 Nov 2024

https://github.com/zhreyu/realtime-deepfake-detection

This project is a real-time deepfake detection system implemented in PyTorch. Deepfakes are manipulated videos or images that use artificial intelligence to swap faces or modify visual content, often with malicious intent. The goal of this project is to develop a system capable of detecting deepfake videos in real-time.

cnn deepfake deepfake-detection realtime

Last synced: 19 Apr 2025

https://github.com/bioid-gmbh/bwsscripting

BWS 3: Scripting for Passive and Active Liveness Detection , Video Liveness Detection and Photo Verify

active-liveness-detection bioid bws-3 deepfake-detection liveness-detection passive-liveness-detection powershell-script shell-script video-liveness-detection

Last synced: 31 Jan 2025

https://github.com/jerald-golden/audio-deepfake-detection

Audio Deepfake Detection is a web page that utilizes machine learning techniques to analyze audio files and determine if they are real or generated by deepfake algorithms. It features user registration, audio file upload, audio feature extraction, comparison with a pre-defined dataset, and classification of audio as real or deepfake.

audio-deepfake-detection deep-learning deepfake deepfake-detection machine-learning

Last synced: 30 Mar 2025

https://github.com/divith123/deepsecure-ai

DeepSecure-AI is an open-source deepfake detection tool leveraging advanced AI models like EfficientNetV2 and MTCNN for high-accuracy analysis of images, videos, and audios. With real-time frame-by-frame video processing and a user-friendly Gradio interface, it empowers researchers and developers to combat media falsification effectively.

ai-models deepfake-detection machine-learning python

Last synced: 09 Apr 2025

https://github.com/vehanrajintha/deep_fake-faceswap-

Using this, you can edit a face in any video you like by putting a face you like in just 1 click / Without any limitation...

ai deepface deepfake deepfake-detection deepfake-generation deepfake-videos deepfakes face face-detection face-recognition faceswap faceswaps github leak rashmika rashmikadeepfake rashmikaleak

Last synced: 21 Nov 2024

https://github.com/deezer/real-cloned-singer-id

Repository for the ISMIR 2024 Paper "From Real to Cloned Singer Identification".

deepfake-detection music-information-retrieval singer-id source-separation voice-cloning

Last synced: 10 Feb 2025

https://github.com/silvermete0r/redeepfake-demo-app

ReDeepFake Demo App - Advanced Deepfake detection model for 2D flat images.

cnn deep-learning deepfake-detection deepfakes efficientnet neural-network tensorflow

Last synced: 29 Nov 2024

https://github.com/seiyakobayashi/zero-knowledge-photo

A blockchain network that proves the ownership & originality of photos with zero knowledge technology. The ultimate goal is to differentiate malicious AI-generated deepfakes from human-taken photos, while preserving user privacy.

circom deepfake-detection ethereum photography photos privacy smart-contracts solidity typescript zero-knowledge-proofs zk-circuits zk-snarks

Last synced: 07 Apr 2025

https://github.com/abhay-100/faux-detector

Chrome Extension for Real-Time Deepfake Detection with AI

ai deepfake-detection extension ml

Last synced: 15 Mar 2025

https://github.com/adm-2005/demorph

Deepfake Detection Solution using Multimodal Approach.

deepfake-detection multimodal-deep-learning

Last synced: 22 Mar 2025

https://github.com/mohamedsebaie/deepfake-detection-using-pytorch

This project Deepfakes can distort our perception of the truth and we need to develop a strategy to improve their detection. Deep Fakes are increasingly detrimental to privacy, social security, and democracy. We plan to achieve better accuracy in predicting real and fake videos.. https://pypi.org/project/Deep-Fake-Detection/

anchors azure blazeface deepfake-detection docker-compose docker-container docker-image face-detection face-extractor fake heruko pip-package pytorch-implementation real resnet-18 resnext-18 xception-model

Last synced: 04 Apr 2025

https://github.com/fatmamahmoudr/verivideo-deepfake-detection

**VeriVideo** is a deepfake face detection system designed to ensure digital media integrity. Using ResNeXt-50, LSTM, and fully connected layers, it achieves 95.22% accuracy. Integrated into a scalable web app, VeriVideo empowers users to detect manipulated videos, fostering trust in digital content.

cnn computer-vision deep-learning deepfake-detection lstm pytorch rnn

Last synced: 09 Feb 2025

https://github.com/huyhoang2001/dfone

Deepfake detection simple by image

cnn deep-learning deepfake-detection googlecolab image ngrok

Last synced: 09 Apr 2025

https://github.com/wizyoung/stil-deepfake-video-detection

Code for paper STIL: Spatiotemporal Inconsistency Learning for DeepFake Video Detection

deep-learning deepfake-detection pytorch stil

Last synced: 12 Mar 2025

https://github.com/sakshiaher-codes/detection-of-face-swap-based-deep-fake-videos

This repository contains a Deep Fake Detection model that uses Convolutional Neural Networks (CNN) and Long Short-Term Memory (LSTM) networks to analyze videos and detect deepfake content. The model extracts frames from videos, processes them using deep learning techniques, and determines whether the video is real or fake based on trained data.

ai-forensics cnn-lstm computer-vision data-augmentation deep-learning deepfake-detection face-detection fake-video-detection machine-learning streamlit-app tensorflow video-processing

Last synced: 18 Mar 2025

https://github.com/spcf-deepfake-detector/df-detector-vid

This repository contains the core components of a robust deepfake detection system using Convolutional Neural Networks (CNNs). The project leverages the Celeb-DF (v2) dataset and synthetic data generated using popular deepfake tools like DeepFaceLab and FaceSwap to train and evaluate the model.

deepfake-detection python

Last synced: 04 Apr 2025

https://github.com/shiva-khatter/dart---deepfake-analysis-and-realism-test

DART detects deepfakes by identifying tampered faces in images using CNNs like InceptionV3 and GRUs for subtle inconsistencies. It also analyzes video frame-by-frame to catch temporal anomalies. Deployed with Flask, DART processes uploads in real-time, achieving over 90% accuracy on diverse datasets.

cnn deep-learning deepfake-detection flask gru inceptionv3 jupyter-notebook neural-network python rnn

Last synced: 07 Mar 2025

https://github.com/jerald-golden/image-deepfake-detection

Image Deepfake Detection is a web page that leverages deep learning algorithms to examine images and detect if they are authentic or generated by deepfake technology. The application includes functionalities such as user login, image uploading, feature extraction from images, comparison with a pretrained model, and the classification of images.

deep-learning deepfake-detection image-deepfake-detection webapp

Last synced: 30 Mar 2025

https://github.com/mithoon278/deepfake-video-detection-resnext-and-lstm-

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.

deep-learning deep-neural-networks deepfake-detection flask-application lstm python resnext-50

Last synced: 22 Mar 2025

https://github.com/tattle-made/deepfake-marker

Open Source Deepfake Detection Models in One Place

deepfake deepfake-detection deepfakes deepfakes-classification synthetic-media

Last synced: 11 Mar 2025

https://github.com/dattaaaaa/deepfakedetector

A Flask-based web application for detecting deepfake videos using a ResNeXt50+LSTM model. Users can upload videos, and the model analyzes frames to classify them as real or fake. The app supports CPU-based inference and includes face detection for better accuracy.

deepfake-detection lstm python resnet-50

Last synced: 25 Mar 2025

https://github.com/giuleo129/deepfake_detection

A collection of projects exploring DeepFake detection using pretrained neural networks with fine-tuning and SVM classification on Fourier-transformed features.

deep-learning deep-neural-networks deepfake deepfake-detection feature-extraction fourier-transform gan jupyter-notebook pretrained-models python pytorch svm-classifier

Last synced: 05 Apr 2025

https://github.com/a-solo/deepfake-detection

This repository employs TensorFlow-Keras and MTCNN (Multi-Task Cascaded Convolutional Networks) to build an efficient deepfake detection system.

cnn deepfake-detection df-detect keras mtcnn-face-detection tensorflow

Last synced: 11 Mar 2025

https://github.com/adityapathakk/deepfake-detection-system

This repository houses my Capstone project - a deepfake detection system using a hybrid approach - CNN + LSTM.

capstone-project cnn-lstm deep-learning deepfake-detection

Last synced: 26 Mar 2025

https://github.com/sandy1990418/deepfakedetection

Replication code for the paper 'Towards DeepFake video forensics based on facial textural disparities in multi-color channels'

celeb-df deepfake deepfake-detection deepfakes faceforensics facial-texture machine-learning multi-color-channels python

Last synced: 06 Apr 2025

https://github.com/timotej979/biometric-systems

UNI subject on biometric systems :busts_in_silhouette: with exercises and final project

deepfake-detection face-detection face-recognition ml model-evaluation opencv-python python3 pytorch svm

Last synced: 02 Mar 2025