#Deepfake-detection
Showing 15 of 15 repositories tagged #deepfake-detection, ranked by stars
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 comprehensive face analysis library that provides unified APIs for various face-related tasks
🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image Translation Networks
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。
Multi-modal AI-generated content detection: image, video, and audio. Benchmarks, training code (DINOv2, DINOv3, ReStraV, BreathNet), and evaluation pipeline for real vs. synthetic classification with calibration-aware metrics.
SUTD 50.039 Deep Learning Course Project (2022 Spring)
Audio deepfake detection sytem on CNN
Model and application for deepfake detection using a hybrid approach (spatial + frequency-based)
[ECCV 2022] TAFIM: Targeted Adversarial Attacks against Facial Image Manipulation
On-Premise DeepFake Detection SDK for Linux
FakeFinder builds a modular framework for evaluating various deepfake detection models, offering a web application as well as API access for integration into existing workflows.
All-in-one Android security suite — deepfake detection, antivirus, Tor VPN, breach monitoring, phishing scanner, and 50+ security tools. On-device, no API keys, open source.
Implementation of the winning solution for the Media Analytics Challenge 2023.