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GitHub topics: deepfake-detection

indranil143/Real-or-AI-Generated-Face-Detection

AI-generated or real face? These Deep Learning-based models can expose digital imposters before they ghost you, so no more falling for flawless deepfake faces!!

Language: Jupyter Notebook - Size: 129 MB - Last synced at: about 8 hours ago - Pushed at: about 9 hours ago - Stars: 33 - Forks: 0

lloydpa18/VerifyVision-Pro

VerifyVision-Pro是一个全面的图像伪造篡改检测解决方案,利用深度学习(deep learning)和计算机视觉技术(cv)精确识别各类图像篡改,包括deepfake、AI生成内容、拼接操作和复制-移动篡改。基于PyTorch实现,集成了从数据处理、模型训练到部署的完整工作流程。

Language: Python - Size: 475 KB - Last synced at: about 14 hours ago - Pushed at: about 15 hours ago - Stars: 2 - Forks: 0

BioID-GmbH/BWSClient-WebApp

BWS 3: BWS Client with Web App for Liveness Detection, Video Liveness Detection and Photo ID Verification

Language: SCSS - Size: 7.58 MB - Last synced at: about 15 hours ago - Pushed at: about 16 hours ago - Stars: 7 - Forks: 0

praevalis/DeMorph

Deepfake Detection Solution using Multimodal Approach.

Language: TypeScript - Size: 10.9 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0

hypga/deepfake_detection

This repository offers tools for detecting DeepFakes using a hybrid CNN–LSTM model. Explore the code to train and evaluate on popular datasets like DFDC and AvLips. 🐙✨

Size: 3.91 KB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 4 - Forks: 0

najeh-halawani/Improving-Generalization-Deepfake-Detectors

An implementation of a deepfake detection model that uses gradient regularization to improve robustness against adversarial attacks. This approach perturbs the mean and standard deviation of shallow layers in an EfficientNetB0 backbone to enhance generalization and defend against attacks like FGSM and PGD.

Language: Jupyter Notebook - Size: 111 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

kidKrishkode/CavernousHoaxScanner.github.io

Cavernous Hoax Scanner is a web-based platform that leverages JPEN stack technology to implement deep learning algorithms, specifically CNN, GANs, Relational regression.

Language: EJS - Size: 51 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 4 - Forks: 0

WHITELOTUS4/chsapi.github.io

CHSAPI is a media-tech API platform that leverages JPEN stack technology to serve deepfake detection, image compressor, image converter, image to pdf etc utility. specifically made for Cavernous Hoax Scanner but now free for every one.

Language: Python - Size: 15.4 MB - Last synced at: about 9 hours ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

ishandutta0098/mukh

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

Language: Python - Size: 22.7 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 51 - Forks: 9

Sunilyadav03/DeepFake-Image-Detection

This repository provides a robust solution for detecting deepfake images using state-of-the-art deep learning models like VGG16, VGG19, InceptionV3, and ResNet50. this open-source tool is ready to help combat the spread of deepfakes. 🚀 Explore, contribute, and join the fight against synthetic media! 🤖✨ #DeepFake #AI #MachineLearning #OpenSource

Language: Jupyter Notebook - Size: 780 KB - Last synced at: 8 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 0

clpeng/Awesome-Face-Forgery-Generation-and-Detection

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

Size: 35.2 KB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 747 - Forks: 114

04Nitish/DetectAI

AI-powered platform to detect deepfake images and videos using advanced deep learning models. Ensures content authenticity, combats misinformation, and protects user identity — all through a sleek, secure, and modern web interface.

Language: HTML - Size: 88.9 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

Daisy-Zhang/Awesome-Deepfakes-Detection

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

Size: 1.19 MB - Last synced at: 11 days ago - Pushed at: 6 months ago - Stars: 1,365 - Forks: 126

HarsDev01/Deepfake-detection-with-Emotion-Analysis

A deep learning-based video analysis project that detects deepfake videos and analyzes facial emotions. Built using OpenCV and DeepFace with CNN models to evaluate both authenticity and emotional expression in video frames.

Language: Python - Size: 6.14 MB - Last synced at: 12 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 1

armaantokas/deepfake-detector

A lightweight yet effective DeepFake detection pipeline that uses MTCNN for face extraction and a fine-tuned ResNet18 for classification. Includes frame-level training, AUC-ROC evaluation, and modular code for easy experimentation.

Language: Python - Size: 33.2 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

wasim004/FAME

Official code for FAME: A lightweight spatio-temporal framework for Deepfake Model Attribution using VGG-based feature extraction and temporal attention. Outperforms prior methods across DFDM, FF++, and FakeAVCeleb datasets.

Size: 3.91 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

csun22/Synthetic-Voice-Detection-Vocoder-Artifacts

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.

Language: Python - Size: 183 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 121 - Forks: 14

Edwinpaul-1811/CyberEye_V2

🎥 CyberEye is an AI-powered Flask web app for detecting deepfakes in videos by analyzing facial landmarks and consistency. Upload videos, review frame-by-frame analysis, and get visual classification results with an intuitive interface.

Language: HTML - Size: 72.1 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

sangeetanandanvishal04/deepfake_detection

A sleek PyTorch‑powered DeepFake detection pipeline that fuses the state‑of‑the‑art ResNeXt‑50 CNN backbone with an LSTM‑based temporal encoder. Rigorous evaluation on DFDC and AvLips datasets yields 95.19% and 98.88% test accuracy, respectively.

Language: Jupyter Notebook - Size: 208 KB - Last synced at: 3 days ago - Pushed at: 20 days ago - Stars: 2 - Forks: 0

wolo-wolo/FSFM

FSvFM: A Generalizable Face Security vision Foundation Model via Self-Supervised Facial Representation Learning (CVPR25)

Language: Python - Size: 49.7 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 67 - Forks: 7

FaceOnLive/DeepFake-Detection-SDK-Linux

On-Premise DeepFake Detection SDK for Linux

Size: 14.6 KB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 59 - Forks: 13

Faceplugin-ltd/FaceLivenessDetection-Linux

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

Language: Python - Size: 60.8 MB - Last synced at: 4 days ago - Pushed at: 18 days ago - Stars: 86 - Forks: 58

von-exia/Summary-of-my-research-in-Deepfake-Detection

Summary of my research in Deepfake Detection

Size: 757 KB - Last synced at: 19 days ago - Pushed at: 20 days ago - Stars: 4 - Forks: 0

nithins7676/AIAD-Deepfake-project

AI-Driven Real-Time Deepfake Detection System is a browser extension that lets users drag and drop images or videos to detect deepfakes instantly using AI models. It provides real-time results with confidence scores, ensuring privacy, speed, and ease of use across major platforms.

Language: Python - Size: 63.5 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

tamlhp/deepfake-benchmark

A War Beyond Deepfake: Benchmarking Facial Counterfeits and Countermeasures

Language: Jupyter Notebook - Size: 149 MB - Last synced at: 20 days ago - Pushed at: 21 days ago - Stars: 21 - Forks: 2

datamllab/awesome-deepfakes-materials

A curated list of awesome Deepfakes materials

Size: 11.7 KB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 412 - Forks: 74

BioID-GmbH/FaceLivenessDetection

Classic BWS: Liveness Detection, Deepfake Detection and PhotoVerify Face Match for KYC

Language: SCSS - Size: 16.8 MB - Last synced at: 17 days ago - Pushed at: about 2 months ago - Stars: 39 - Forks: 7

muffin-123/hamster-deepfake-detector

Hamster is a Python library for deepfake detection using a pretrained MesoNet model.

Language: Python - Size: 315 KB - Last synced at: 22 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

DaddyJin/awesome-faceSwap

papers about faceSwap

Size: 13.7 KB - Last synced at: about 14 hours ago - Pushed at: about 2 years ago - Stars: 261 - Forks: 22

VintellX/VeriVoice

Implementation of a Graph-Enhanced Audio Transformer for detecting deepfake speech.

Language: Jupyter Notebook - Size: 4.61 MB - Last synced at: 25 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

utkuatasoy/AI-Powered-Deepfake-Detection

The purpose of this project is to develop an AI-powered system capable of detecting deepfake facial data in biometric systems. By leveraging machine learning, specifically XceptionNet architecture, the project aims to classify facial data as real or fake with high accuracy and reliability.

Language: Jupyter Notebook - Size: 141 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 2 - Forks: 0

awsaf49/sonics

[ICLR 2025] SONICS: Synthetic Or Not - Identifying Counterfeit Songs

Language: Python - Size: 1.75 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 15 - Forks: 3

PRITHIVSAKTHIUR/open-deepfake-detection

open-deepfake-detection is a vision-language encoder model fine-tuned from siglip2-base-patch16-512 for binary image classification. It is trained to detect whether an image is fake or real using the OpenDeepfake-Preview dataset. The model uses the SiglipForImageClassification architecture.

Language: Python - Size: 3.91 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

ABHAY-100/faux-detector

Chrome Extension for Real-Time Deepfake Detection with AI

Language: HTML - Size: 605 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 0

tomas-gajarsky/facetorch

Python library for analysing faces using PyTorch

Language: Python - Size: 28 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 560 - Forks: 51

tattle-made/deepfake-marker

Open Source Deepfake Detection Models in One Place

Language: Jupyter Notebook - Size: 16.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 2

abhijithjadhav/Deepfake_detection_using_deep_learning

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.

Language: Jupyter Notebook - Size: 72.9 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 685 - Forks: 207

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...).

Language: C++ - Size: 79.7 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 244 - Forks: 51

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".

Language: Python - Size: 5.44 MB - Last synced at: 29 days ago - Pushed at: 4 months ago - Stars: 106 - Forks: 10

xinyooo/deepfake-detection

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

Language: Jupyter Notebook - Size: 131 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 108 - Forks: 35

recluzegeek/deepscan-web

A Laravel-based web application for analyzing videos using deep learning to detect potential deepfake video content.

Language: Vue - Size: 519 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

taovomucoid8840/deepfake_morphio

program for creating realistic videos with face swapping

Language: Python - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

MarkHershey/AudioDeepFakeDetection

SUTD 50.039 Deep Learning Course Project (2022 Spring)

Language: Python - Size: 197 MB - Last synced at: 25 days ago - Pushed at: over 1 year ago - Stars: 76 - Forks: 19

viraj7066/Deepfake-Detection-System

A deep learning-powered system for detecting deepfake videos using a ResNeXt + LSTM hybrid model with a Django web interface for real-time predictions.

Language: Jupyter Notebook - Size: 72.9 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

arevpapikyan/Deepfake-detection-with-FSBI

"Deepfake Detection with Frequency-Enhanced Self-Blended Images" is my capstone project for the Bachelor of Science in Data Science at the American University of Armenia.

Language: Python - Size: 21.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

VintellX/DF-Audio-Dataset

Language: Python - Size: 27.3 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

lintsinghua/VerifyVision-Pro

VerifyVision-Pro是一个完整的图像真伪鉴别解决方案,能够检测各类图像篡改和伪造,包括DeepFake、拼接、复制-移动和AI生成图像。本项目实现了从数据处理、模型训练到网页应用的全流程部署,支持多种深度学习架构,适合研究和实际应用场景。

Language: Python - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

ArthurBabkin/Parimate

A Telegram bot for validating audio and video content using CV models, SR models, and VLMs, with deepfake detection leveraging metadata analysis.

Language: Python - Size: 115 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 6 - Forks: 1

Shakthirekak11/DeepFake-Detection-using-Graph-Convolutional-Networks

🤖 Deepfake detection using Graph Convolutional Networks (GCNs) to analyze facial landmark graphs. Combines computer vision, graph-based learning, and facial geometry for robust media forensics.

Language: Python - Size: 1.68 MB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

jonasricker/diffusion-model-deepfake-detection

[VISAPP2024] Towards the Detection of Diffusion Model Deepfakes

Language: Python - Size: 1.67 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 96 - Forks: 11

aimagelab/CoDE

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

Language: Python - Size: 11.2 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 36 - Forks: 0

kr1shnasomani/DeepDetect

Deepfake detection system using EfficientNet and PyTorch

Language: Jupyter Notebook - Size: 7.12 MB - Last synced at: 25 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

PRITHIVSAKTHIUR/Deepfake-Quality-Detection

Good and Bad Quality Deepfake Detection

Language: Python - Size: 13.7 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

Kamii221/DeepFake-Image-Detection

A hybrid deep learning model combining EfficientNet and Vision Transformers for accurate deepfake image detection. Trained on FF++ and DFDC datasets, the model improves feature extraction, generalization, and precision across manipulated media.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

beautyremain/SUR-LID

The official code for paper "Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection" (CVPR 2025)

Language: Python - Size: 458 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 10 - Forks: 0

Mole1424/3rd-year-project

Central repository for anything related to my 3rd year project: Evaluating the Resiliency of Blink-Based DeepFake Detection Against Adversarial Noise

Language: TeX - Size: 13.4 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Polymath-Saksh/deepfake

DeepFake Detection Tool, hosted on a Django Framework with a Self-Trained Vision Transformers model.

Language: Python - Size: 85.6 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 1

aiiu-lab/DFD-FCG

[CVPR'25] Towards More General Video-based Deepfake Detection through Facial Feature Guided Adaptation for Foundation Model (DFD-FCG)

Language: Python - Size: 3.85 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 8 - Forks: 1

Qingcsai/awesome-Deepfakes

All about Deepfakes & Detection

Size: 5.18 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 126 - Forks: 18

sohds/deepfake-detection-korean-women

[HCI KOREA 2025] Grad-CAM++와 Activation Map을 활용한 한국인 여성 중심 딥페이크 탐지 특징 분석 Paper Code | 2024-2 서울여자대학교 데이터사이언스캡스톤디자인2 4조 Repo

Language: Python - Size: 3.49 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 13 - Forks: 1

sethubolt7/DEEPFAKE_DETECTION_MODEL

Deepfake detection system using EfficientNet and Streamlit with support for real-time image and video analysis.

Language: Jupyter Notebook - Size: 88.4 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

wasim004/CapST

Official code for CapST (ACM TOMM 2025): A Capsule Network and Temporal Attention-based framework for Deepfake Model Attribution. Achieves efficient and accurate source identification across DFDM and GAN-generated datasets.

Size: 0 Bytes - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 2.99 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 61 - Forks: 6

Lord3008/Newsie_Hackinno Fork of chayanC7mondal/NEWSIEE

This is our Hackathon winning project on Multi modal deepfake detection and its implementation in Newsiee with a News AI anchor and a community. Made by Lord Sen (Team Leader), Chayan Mondal and Shiladitya Mondal. )

Language: Python - Size: 109 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

HungDongne/Asian-DeepFake-detection-dataset

Data preparing for Deepfake detection model

Language: Jupyter Notebook - Size: 6.09 GB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

flyingby/Awesome-Deepfake-Generation-and-Detection

A Survey on Deepfake Generation and Detection

Size: 4.47 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 451 - Forks: 21

negativenagesh/UnFake

UnFake is the first platform to integrate a deepfake detection tool directly into the image-downloading process. Check Live by pressing below link -->

Language: Python - Size: 75.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

sadiqkassamali/VoiceAuth

Deepfake Audio and Voice Detector

Language: Python - Size: 46.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 1

jonasricker/aeroblade

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

Language: Python - Size: 7.24 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 50 - Forks: 9

PrittoRuban/deephish_detetion

AI-powered tool to detect phishing links, deepfake videos, fake images, and synthetic audio for safer browsing and content verification.

Language: JavaScript - Size: 4.59 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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...

Size: 7.74 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 58 - Forks: 3

davide-coccomini/Adversarial-Magnification-to-Deceive-Deepfake-Detection-through-Super-Resolution

Official code for the paper "Adversarial Magnification to Deceive Deepfake Detection through Super Resolution"

Language: Python - Size: 20.5 KB - Last synced at: 25 days ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 3

Aksherwal/Deep_Fake_Audio_Detection

A real-time deepfake audio detection system combining Retrieval-Augmented Detection (RADD), Generative Adversarial Networks (GANs), and Variational Autoencoders (VAEs). This project, processes audio live from a microphone, detects AI-generated fakes, and adapts to evolving threats.

Language: Jupyter Notebook - Size: 155 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

sadiqkassamali/voiceauthCore

Python library for voiceauthCore services.

Language: Python - Size: 86.9 KB - Last synced at: 23 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Faceplugin-ltd/FaceLivenessDetection-iOS

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

Language: Swift - Size: 51.2 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 16 - Forks: 103

Faceplugin-ltd/Face-Liveness-Detection-SDK

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

Size: 16.6 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 45 - Forks: 33

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

Language: Java - Size: 106 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 40 - Forks: 23

aiden200/2D3MF

Code and models for the paper "2D3MF: Deepfake Detection using Multi Modal Middle Fusion"

Language: Python - Size: 121 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 32 - Forks: 2

Eleanorhhhyxz/AI-vs-Human-Generated-Image-Detection

This repo stores code for the 2025 Women in AI (WAI) Kaggle Challenge, which includes different models for AI-generated image detection.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

silvermete0r/redeepfake-demo-app

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

Language: Python - Size: 7.4 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 3

piotrkawa/deepfake-whisper-features

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

Language: Python - Size: 31.3 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 97 - Forks: 7

1FIZANOOR/1FIZANOOR

This repository performs audio cloning, text extraction, and NLP tasks using LLMs, ML, and AI models.

Language: Jupyter Notebook - Size: 342 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 76.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 12.7 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 20 - Forks: 4

lalithbharadwajbaru/Wavelet-CLIP

The official code for "Wavelet-Driven Generalizable Framework for Deepfake Face Forgery Detection"

Language: Python - Size: 194 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 12 - Forks: 10

huyhoang2001/dfone_V2

version 2 Train Deepfake-Detection DFone

Language: Jupyter Notebook - Size: 280 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Billy1900/Awesome-DeepFake-Learning

The approach I work on DeepFake.

Size: 61.5 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 175 - Forks: 18

YBIGTA/25th-conference-fakebusters

24-2학기 컨퍼런스 - YBIGTA x Crowdworks 산학 협력 프로젝트 : 딥페이크 탐지

Language: Python - Size: 783 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 4

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.

Language: HTML - Size: 65.4 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Sathvika2712/FakeRadar

FakeRadar is an AI-powered deepfake detection system designed to identify fraudulent images, video in new articles. Using advanced machine learning algorithms, it provides accurate analysis and generates detailed reports to aid investigations.

Language: JavaScript - Size: 272 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

onurhanakbulut/deepfake-video-detection

Deepfake Video Detection Using CNN-Based Deep Learning

Language: Python - Size: 19.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

deeptrust-ai/.github

䷼ protect human authenticity

Size: 408 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

PWB97/Deepfake-detection

Learning a Deep Dual-level Network for Robust DeepFake Detection

Language: Python - Size: 3.47 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 34 - Forks: 5

ArjunAdhithya/DeepFake-Detector-on-EfficientNet-vs-ResNet

This repository focuses on detecting DeepFake images using ResNet18 and EfficientNet-B0. Both models are trained on real vs fake images, and a Streamlit web app allows users to upload their own images to test the models.

Language: Python - Size: 67.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 1.42 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 6 - Forks: 3

jhaotingc/PCL-I2G

Unofficial Implementation: Learning Self-Consistency for Deepfake Detection

Language: Python - Size: 1.26 MB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 58 - Forks: 6

BioID-GmbH/BioIDCapture-iOS

BWS 3: Client App iOS for Face Liveness Detection (Passive & Active liveness detection & Challenge Response) and Photo ID Verification

Language: Objective-C - Size: 509 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 0

taabishhh/deepfake-detection

Preprocessed face-only videos with the face_recognition library and implemented a deepfake detection model using the Resnext-50 architecture. Achieved accurate identification of manipulated videos through advanced computer vision techniques.

Language: Jupyter Notebook - Size: 458 KB - Last synced at: 12 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

emirbatin/deepfake-detection

High-Performance DeepFake Detection Using Advanced Spectral Analysis and Attention Mechanisms

Language: Jupyter Notebook - Size: 3.24 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

huyhoang2001/dfone

Deepfake detection simple by image

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Related Keywords
deepfake-detection 284 deep-learning 84 deepfake 55 deepfakes 53 machine-learning 52 python 38 pytorch 35 computer-vision 32 cnn 26 tensorflow 22 ai 20 face-recognition 18 deepfakes-classification 16 artificial-intelligence 12 deepfake-videos 11 deepfake-detection-challenge 11 face-detection 11 liveness-detection 11 gan 10 faceforensics 10 efficientnet 10 audio-deepfake-detection 10 convolutional-neural-networks 9 deep-neural-networks 9 image-processing 9 anti-spoofing 8 keras 8 faceswap 8 adversarial-attacks 7 lstm 7 video 7 deeplearning 7 deepfake-dataset 7 audio-processing 6 vision-transformer 6 opencv 6 neural-network 6 deepfake-generation 6 flask 6 opencv-python 6 dataset 6 kaggle 6 transfer-learning 6 xception 6 face-liveness-detection 6 transformers 6 resnet 6 image-classification 5 python3 5 deepface 5 transformer 5 forensics 5 llms 5 diffusion-models 5 biometrics 5 image 5 passive-liveness-detection 5 cnn-classification 5 audio 5 streamlit 4 data-science 4 deep-fake 4 facial-landmarks 4 clip 4 mtcnn 4 deepfakes-materials 4 jupyter-notebook 4 liveness-detection-sdk 4 ai-security 4 mesonet 4 active-liveness-detection 4 face-anti-spoofing 4 identity-verification 4 continual-learning 4 paper-implementations 4 video-analysis 4 resnext-50 4 dfdc 4 keras-tensorflow 3 classification 3 fake-news 3 face-anti-spoofing-sdk 3 webapp 3 video-processing 3 deepfake-images 3 explainable-ai 3 biometric-authentication 3 df-detect 3 voice-cloning 3 detection 3 torchvision 3 vit 3 ml 3 audio-analysis 3 fake-image-detection 3 generalization 3 multimodal 3 bws-3 3 generative-adversarial-network 3 mask-attack 3