Deepfake Detection Systems ML Frameworks

Tools and models for detecting deepfakes, face manipulations, and AI-generated/tampered media in images and videos. Does NOT include general image classification, face recognition, or adversarial attack frameworks.

There are 126 deepfake detection systems frameworks tracked. 3 score above 50 (established tier). The highest-rated is aaronchong888/DeepFake-Detect at 61/100 with 152 stars.

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#	Framework	Score	Tier	Stars	Language
1	aaronchong888/DeepFake-Detect Open-source deepfake detection: train your own model with TensorFlow, Keras...	61	Established	152	Python
2	abhijithjadhav/Deepfake_detection_using_deep_learning This projects aims in detection of video deepfakes using deep learning...	51	Established	840	Jupyter Notebook
3	dessa-oss/DeepFake-Detection Towards deepfake detection that actually works	51	Established	643	Python
4	davide-coccomini/Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection Code for Video Deepfake Detection model from "Combining EfficientNet and...	49	Emerging	266	Jupyter Notebook
5	agusgun/FakeImageDetector Image Tampering Detection using ELA and CNN	49	Emerging	221	Jupyter Notebook
6	afsalashyana/FakeImageDetection Fake Image Detection Using Machine Learning	49	Emerging	231	Java
7	datamllab/awesome-deepfakes-materials A curated list of awesome Deepfakes materials	48	Emerging	437	—
8	iamdhrutipatel/DeepFake-Detection A website 🖥 that detects a DeepFake video and also displays the confidence...	45	Emerging	73	Python
9	chinmaynehate/DFSpot-Deepfake-Recognition Determine whether a given video sequence has been manipulated or...	44	Emerging	98	Python
10	MarkHershey/AudioDeepFakeDetection SUTD 50.039 Deep Learning Course Project (2022 Spring)	44	Emerging	82	Python
11	mytechnotalent/deepfake-detector Deepfake Detector is an AI/ML model designed to detect AI-generated or...	42	Emerging	32	Python
12	sksmta/audio-deepfake-detection Audio deepfake detection sytem on CNN	42	Emerging	69	Jupyter Notebook
13	IQTLabs/FakeFinder FakeFinder builds a modular framework for evaluating various deepfake...	42	Emerging	46	Python
14	shivangi-aneja/COSMOS [AAAI 2023] COSMOS: Catching Out-of-Context Misinformation using Self...	42	Emerging	44	Python
15	gan-police/frequency-forensics Deepfake detection using wavelet-packets in PyTorch, European Conference on...	41	Emerging	51	Python
16	Balaji-Kartheek/DeepFake_Detection Designed and Developed end-to-end scalable Deep Learning Project. It is a...	41	Emerging	67	Jupyter Notebook
17	xinyooo/deepfake-detection DeepFake Detection: Detect the video is fake or not using InceptionResNetV2.	38	Emerging	113	Jupyter Notebook
18	JoasASantos/DeepNudeDetect Comprehensive Protection Against Deepfakes, Deepnudes & Harmful Content	38	Emerging	17	Python
19	natanielruiz/disrupting-deepfakes 🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image...	37	Emerging	345	Python
20	TARTRL/Deepfake_Detection deepfake detection codes, distributed pytorch training (AI换脸检测)	37	Emerging	45	Python
21	TRahulsingh/DeepfakeDetector A state-of-the-art, open-source deepfake detection system built with PyTorch...	36	Emerging	15	Python
22	Jerald-Golden/Audio-Deepfake-Detection Audio Deepfake Detection is a web app that utilizes machine learning...	36	Emerging	10	HTML
23	Ramya-Mahi/DeepFake-Detection-and-Prevention-A-Comprehensive-approach-using-AI This Deepfake Detection and Prevention project leverages advanced AI...	35	Emerging	61	Python
24	DURGESH716/Fake-Instagram-Profile-Detection Model Detects Fake Instagram Profiles using Deep Learning Approach of...	34	Emerging	51	Python
25	aiden200/2D3MF Code and models for the paper "2D3MF: Deepfake Detection using Multi Modal...	34	Emerging	36	Python
26	gilikn/FakeOut Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection	34	Emerging	32	Python
27	mozilla-ai/fake-audio-detection Blueprint for training and deploying a machine learning model that...	32	Emerging	15	Python
28	Guri10/Deepfake-Audio-Detection-with-XAI This project focuses on detecting deepfake audio using advanced neural...	31	Emerging	54	Jupyter Notebook
29	Divith123/DeepSecure-AI DeepSecure-AI is an open-source deepfake detection tool leveraging advanced...	31	Emerging	13	Python
30	aaronespasa/deepfake-detection 🧐 DeepFake Detection with PyTorch	30	Emerging	18	Jupyter Notebook
31	Akshayredekar07/Multimodal-Deepfake-Detection Multimodel deepfake detection	30	Emerging	17	Jupyter Notebook
32	Itz-Agasta/Lopt A Multi-modal deepfake classification framework leveraging ViT and...	29	Experimental	3	Jupyter Notebook
33	Faysal-MD/Unmasking-Deepfake-Faces-from-Videos-An-Explainable-Cost-Sensitive-Deep-Learning-Approach-IEEE2023 Deepfake faces detection from forged videos where used explainable AI for...	29	Experimental	10	Jupyter Notebook
34	skj092/Forgegy-Image-Detection-Using-Error-level-Analysis-and-Deep-Learning Forgegy Image Detection Using Error level Analysis and Deep Learning	28	Experimental	12	Jupyter Notebook
35	nithins7676/AIAD-Deepfake-project AI-Driven Real-Time Deepfake Detection System is a browser extension that...	28	Experimental	2	Python
36	silvermete0r/redeepfake-demo-app ReDeepFake Demo App - Advanced Deepfake detection model for 2D flat images.	27	Experimental	5	Python
37	Brain-Cog-Lab/AbuttingGratingIllusion The code for "Challenging Deep Learning Models with Image Distortion based...	27	Experimental	9	Jupyter Notebook
38	arshakshan/Deepfake-Detection Deepfake Detection using a Dual Stream Network with Interpretable Deep Learning	26	Experimental	6	Jupyter Notebook
39	sjsreehari/Deepfake-Detection-CNN A deep learning prototype using Convolutional Neural Networks (CNNs) for...	25	Experimental	6	Jupyter Notebook
40	pratikpv/mri_gan_deepfake DeepFake detection using GAN and DeepLearning	25	Experimental	27	Jupyter Notebook
41	furkankoykiran/ai-face-detector 🤖 AI-powered face authenticity detection using Deep Learning. Detect...	25	Experimental	4	Python
42	jayant1211/Image-Tampering-Detection-using-ELA-and-Metadata-Analysis aim of this project is to give insight into authenticity of an image using...	24	Experimental	24	Jupyter Notebook
43	umar07/Image_Forgery_Detection Reproduced Code for Image Forgery Detection papers.	24	Experimental	22	Jupyter Notebook
44	rohan45327/Deep-Fake-Image-Analyzer An Image Analyzer that can analyze and give Real or Fake predictions with...	23	Experimental	6	JavaScript
45	mytechnotalent/pixelproof Detect fake, AI-generated, and Photoshopped images in seconds.	23	Experimental	8	Python
46	KhobaitUddinSimran/DcDM Android app detecting deepfake calls using Kotlin & ML	23	Experimental	1	Kotlin
47	0904-mansi/Deepfake_detection_using_deep_learning This projects aims in detection of video deepfakes using deep learning...	23	Experimental	6	HTML
48	z1311/Image-Manipulation-Detection Classifies a given image as authentic or tampered by doing two levels of...	23	Experimental	25	Jupyter Notebook
49	Timbered-manse640/image-reality-check Detect AI-generated images and photo edits offline using multi-dimensional...	22	Experimental	—	JavaScript
50	sergiovirahonda/DeepFakes This repository is part of a project which seeks to build DIY deep fakes'...	22	Experimental	15	Jupyter Notebook
51	hiba-castellan/FaceGuard-Digital-Forensic-System Real-time deepfake detection system — image, video & live webcam analysis...	22	Experimental	—	JavaScript
52	NKAmazing/Deepcatcher_Detection Artificial Intelligence model trained with a CNN to detect fake images...	22	Experimental	3	Jupyter Notebook
53	MalayAgr/MesoNet-DeepFakeDetection A CNN-based DeepFake detector called MesoNet, replicated from a 2018 paper...	22	Experimental	18	Jupyter Notebook
54	ishitaakolkar/Deepfake_Detection A multi-stream deepfake detection model based on spatial, temporal, and...	21	Experimental	2	Jupyter Notebook
55	harshpx/deepfake-detection A Full-Stack Deepfake Detection App, developed using TensorFlow, FastAPI and React.js	21	Experimental	5	Jupyter Notebook
56	piotrkawa/audio-deepfake-source-tracing Baselines for IS25 Source Tracing Special Session	21	Experimental	33	Python
57	hsam-2021/deepfake-detection I present a web based application for automatic detection of replacement and...	20	Experimental	11	Jupyter Notebook
58	shaniaakhan21/multimodal-deepfake-detection Multi-modal deepfake detection across image, audio and video. ~99% accuracy...	20	Experimental	1	Jupyter Notebook
59	yizhe-ang/fake-detection-lab Media Forensics / Fake Detection experiments in PyTorch. Implements Fighting...	20	Experimental	25	Jupyter Notebook
60	harshgeek4coder/18CSC305J_AI_Insta_Fake_Profile_Detection This repository contains project source code for 18CSC305J - Artificial...	20	Experimental	8	Python
61	Shourav-Deb/Face-Sure 🛡️ Face Sure is a deepfake video detection system that uses deep learning to...	19	Experimental	—	—
62	rheapatel-23/Deepfake-detection-framework-for-AI-generated-multimedia-data A hybrid multimodal Deepfake Detection Framework combining CNN, LSTM, and...	19	Experimental	—	Python
63	MichiganDataScienceTeam/W24-RvF MDST project from Winter 2024 for classifying real vs. fake faces	19	Experimental	4	Jupyter Notebook
64	Hazem020/DeepFakeDetectorApp Mobile App for DeepFake Detection Project.	19	Experimental	5	Java
65	aminatouseyeup/Deepfakes Streamlit application for generating and detecting deepfakes. Generates...	19	Experimental	7	Python
66	CemRoot/deepfake-detection-streamlit About Advanced AI-Generated Image Detection System using EfficientNetB7 with...	18	Experimental	4	Python
67	ShivamKabra/Document-Forgery-Detection This project involves the development and implementation of a deep learning...	18	Experimental	5	Jupyter Notebook
68	urcuqui/InYourFaceAI Web app for detecting fake faces in images and videos using deep learning....	17	Experimental	2	Jupyter Notebook
69	taco-group/HFMF HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection	17	Experimental	13	Jupyter Notebook
70	davide-coccomini/Adversarial-Magnification-to-Deceive-Deepfake-Detection-through-Super-Resolution Official code for the paper "Adversarial Magnification to Deceive Deepfake...	17	Experimental	12	Python
71	nz0001na/deepfake_detection Some detection algorithms for deepfake face images	16	Experimental	4	C++
72	mahe115/Deepfake-image-classification This project leverages the power of deep learning to differentiate between...	16	Experimental	2	Jupyter Notebook
73	buddhiW/AdaptiveNet A dynamically adaptable neural network-based replay spoofing attack detection system.	16	Experimental	3	Python
74	subhanSahebShaik/detectify Detectify is a deep learning system that detects AI-generated fake videos...	16	Experimental	17	HTML
75	Anmol659/DeepDetect Browser extension + AI backend to detect tampered or fake images	16	Experimental	1	JavaScript
76	theunstopabble/Satark-AI Satark-AI 🛡️: A Real-Time Deepfake Defense Platform featuring Live Audio...	16	Experimental	2	TypeScript
77	obsTR/Sherlock Multi modal deepfake detection system using FastAPI, PyTorch, and a...	16	Experimental	11	TypeScript
78	Priyanshu1303d/DeepDetect The DeepDetect is a web application designed to detect deepfake content...	15	Experimental	6	JavaScript
79	anmolgupta2704/ai-scam-deepfake-platform The AI Scam & Deepfake Detection System is an AI-powered web platform...	15	Experimental	1	JavaScript
80	pushpakrai/Deepfake-Detection A Flask-based Deepfake Detection Platform employs deep learning to...	15	Experimental	—	HTML
81	DileepKumarMS/DeepTrace-Tracking-Manipulations-in-Digital-Videos Deepfake video detection using ResNeXt + LSTM with a Flask-based web interface.	15	Experimental	—	CSS
82	kartikrathore9090/ai-deepfake-detector A web-based AI application that detects whether an uploaded image is real or...	15	Experimental	1	HTML
83	anujpratap12/Detecting-Deepfake-Images Deepfake image detection using ResNet18 and transfer learning with a Flask...	15	Experimental	1	HTML
84	sreenathyadavk/HiddenLayer Real-time deepfake detection Android app using multi-modal AI fusion. ...	15	Experimental	1	Kotlin
85	miiidev/Spotter A machine-learning tool that spots deepfake artifacts	15	Experimental	1	Python
86	AayushiAhlawat/Image-Forgery-Detection System to detect Copy-Move forgery using Python and machine learning techniques	14	Experimental	7	Python
87	negativenagesh/UnFake UnFake is the first platform to integrate a deepfake detection tool directly...	14	Experimental	3	Python
88	rlataewoo/nacl_sdd Official PyTorch implementation of "Naturalness-Aware Curriculum Learning...	14	Experimental	3	Python
89	Danielkrebs55555/DeepFake-Detection This project uses a hybrid model combining MobileNet and LSTM to detect...	14	Experimental	3	Jupyter Notebook
90	anujpratap12/Detecting-Deepfake Deepfake image detection using ResNet18 and transfer learning with a Flask...	14	Experimental	—	HTML
91	kashish-sachdeva-ds/voiceguard-deepfake-detection AI-powered deepfake audio detection using Random Forest (99.07% accuracy) —...	14	Experimental	—	Jupyter Notebook
92	lu1spereir4/deepfake-detector-ffpp-dfdc Sistema de detección de Deepfakes (ResNet18 + Grad-CAM) entrenado con...	14	Experimental	—	Python
93	swapnilkuhikar/realitycheck-ai Deepfake Detection Web App using ML & DL	14	Experimental	—	HTML
94	roshinit-a/deepfake-video-detector An AI-powered deepfake detection system leveraging deep learning and face...	14	Experimental	—	Python
95	fardinabbasi/ML_Fake_Image_Detection Detecting fake images using machine learning, involving feature extraction...	14	Experimental	9	Jupyter Notebook
96	Normalcable/Multimodal-Brainrot-Detector-API source code and files for testing and demo of the model	14	Experimental	—	Python
97	SimranAhuja1/Multimodal-Fake-Job-Posting-Classification Multimodal deep learning model for detecting fraudulent job postings using...	14	Experimental	—	Jupyter Notebook
98	reviverkid/DeepFakeDetectionSystem 🚀 Welcome to the Deepfake Detection System project! This project detects...	14	Experimental	7	JavaScript
99	priyankagnana/DeepShield DeepShield is a real-time deepfake face detection system built using...	14	Experimental	—	Python
100	sky787770/DeepFake-Image-Detection This repository provides a robust solution for detecting deepfake images...	14	Experimental	4	Jupyter Notebook
101	TheRoberto2512/Morph-Attack-Detection Progetto finale del corso Intelligenza Artificiale e Sicurezza, A.A....	13	Experimental	5	Jupyter Notebook
102	mawg0ud/FaceGuard A framework to detect & localize facial image manipulation.	13	Experimental	6	Python
103	Nuraj250/TraceBack-Reverse-Image-Finder TraceBack helps you instantly find the source of any image, detect edits or...	13	Experimental	2	JavaScript
104	ziweek/iron-noise 🏆 Chief of Staff of the Republic of Korea Army Award, in 1st Defense AI Idea...	13	Experimental	2	TypeScript
105	AyeshaMalikAyesha/DeepfakeDetectionApp First Deepfake Detection App	13	Experimental	11	Dart
106	basavbamrah/image-forgery-detection Image forgery detection using CNN and Jgeg compression	13	Experimental	5	Jupyter Notebook
107	aminshennan/Forgery_Detection_with_ViT_and_RestNet Deep learning system achieving 95.36% accuracy in media forgery detection...	13	Experimental	2	Jupyter Notebook
108	AayushPrasad22/Neuro-Forgery-Detect Neuro Forgery Detect – A deep learning-powered system for detecting image...	13	Experimental	2	Jupyter Notebook
109	maheenshkk/deepfake-detection-system-deepdeception A deep learning-based web application for deepfake video detection, powered...	12	Experimental	1	HTML
110	MiguelCarra/deepfake-detection-matlab Proyecto del Máster en Ingeniería de Telecomunicaciones (UAM) sobre...	12	Experimental	1	MATLAB
111	prajwalchaudhari60/Using-AI-ML-Based-Face-Swap-Deepfack-Video-Detection. This projects aims in detection of video deepfakes using deep learning...	12	Experimental	1	HTML
112	Arvind2903/Real-vs-Fake-Image-Classification Employ deep learning and transfer learning techniques to classify images as...	12	Experimental	4	Jupyter Notebook
113	ByteSpiritGit/fdet fDet is a web app that uses classification to verify claims.	12	Experimental	4	Svelte
114	anshika1279/deepfake-detection-application Verify image authenticity instantly. Upload a photo and get an instant...	12	Experimental	1	TypeScript
115	Vaibhav06Jha28/deepfake-detector Real-time Deepfake Video Detection System using ResNeXt + LSTM \| Django + PyTorch	12	Experimental	1	HTML
116	OblivionxDreamZz/Detecting-Deceptive-Deepfake-Media-Using-Generative-Adversarial-Networks- A proof of concept in Detecting Deceptive Deepfake Media Using Generative...	12	Experimental	1	Jupyter Notebook
117	anonymous-author-sub/seeable SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes	12	Experimental	19	Python
118	thekripaverse/AI-Deepfake-Manipulated-Content-Verification-Tool AI-powered system that detects deepfake and manipulated images and videos...	11	Experimental	—	Python
119	pragyapranati/Deepfake-Technology- Term paper on Deepfake Technology	11	Experimental	—	—
120	poshalanavateja/Deepfake-Video-Detection Deep learning pipeline using a hybrid CNN-LSTM architecture to detect...	11	Experimental	—	—
121	viraj7066/Deepfake-Detection-System A deep learning-powered system for detecting deepfake videos using a ResNeXt...	11	Experimental	—	Jupyter Notebook
122	ffalathel/deepfake-detector Production-grade AI content detection app with >90% accuracy using Python...	11	Experimental	—	TypeScript
123	ramyasrinalagarla08/Deepfake-Detection This project is an AI-powered Deepfake Detection system designed to identify...	11	Experimental	—	TypeScript
124	CuongNguyen-3115/Deepfake-Detector A high-accuracy (96%) Deepfake image detection system using EfficientNet v9...	11	Experimental	—	Jupyter Notebook
125	Corerishi/ArtifactLens AI-powered deepfake detection web app using ResNet50, FastAPI, React and...	11	Experimental	—	JavaScript
126	mobambas/Fine-Grained-Artwork-Classifier Model trained on the the detection of forgery in artworks via the means of ML.	10	Experimental	1	Jupyter Notebook

Comparisons in this category

DeepFake-Detect and DeepFake-Detection (61 vs 51) DeepFake-Detection and deepfake-detector (51 vs 42) DeepFake-Detect and deepfake-detector (61 vs 42) DeepFake-Detect and DeepfakeDetector (61 vs 36) Audio-Deepfake-Detection and audio-deepfake-detection (36 vs 42) DeepfakeDetector and deepfake-detector (36 vs 42)