8 Best Tools to Detect AI-Generated Videos & Deepfakes in 2025
By Alex • Updated Nov 10, 2024
Detect AI-Generated: Texts | Images | Videos
The concern over deepfake technology is growing. Deepfakes use AI to create realistic videos and audios that imitate real individuals.
However, there are tools and techniques developed to detect them.
In this guide, we explore the best tools to detect AI-generated videos and deepfakes. Let’s get started!
Best AI Video & Deepfake Detectors
- Deepware
- Sensity
- TrueMedia.org
- DuckDuckGoose
- DeepBrain Deepfrake Detector
- DeepFakeDetector.ai
- WeVerify Deepfake Detector
- Sentinel
What Makes a Great AI Video & Deepfake Detector?
- High Accuracy: The tool should be able to accurately identify deepfakes with a high degree of precision.
- Detailed Reporting: It should provide a comprehensive report of its findings, including a probability score indicating the likelihood of the media being a deepfake.
- Ease of Use: The platform should be user-friendly, allowing users to easily upload and analyze media files.
- Versatility: The tool should be able to analyze a wide range of media types, including both videos and photos.
1. Deepware
Deepware is an AI-driven tool designed to detect manipulated faces in videos. Users can upload video files or provide links from platforms like YouTube, Facebook, and Twitter for analysis.
Key Features
- Video Analysis: Scans videos up to 10 minutes long for AI-generated face manipulations.
- Platform Support: Compatible with major social media platforms, including YouTube, Facebook, and Twitter.
- API Access: Offers API and SDK options for bulk processing and integration into other systems.
- Face Focus: Specifically targets facial alterations and doesn't analyze voice modifications.
My Take
Deepware's focus on facial manipulation detection makes it reliable for spotting face-swap deepfakes. Its ability to process social media links is particularly useful. While the 10-minute video limit can be restrictive, the tool's accuracy in detecting subtle facial inconsistencies is impressive.
2. Sensity
Sensity is a deepfake detection platform that scans videos, images, and audio for AI manipulation using pixel-level analysis and pattern recognition. The tool operates in real-time, monitoring social media and other digital channels to flag synthetic media threats as they emerge.
Key Features
- Real-Time Scanning: Continuously monitors online content, instantly flagging suspicious AI-generated material for review.
- Multi-Format Analysis: Focuses on textures, edges, and facial features, especially around the eyes and mouth, to detect manipulation signs in videos.
- Forensic Tools: Identifies specific cameras and editing software used, aiding in authenticating original footage.
- Comprehensive Reports: Generates detailed reports showing manipulation probabilities and pinpointing areas of concern in media files.
My Take
Sensity's nuanced detection capabilities, particularly for facial expressions and movements, stand out. While processing longer clips can sometimes be slow, its accuracy in detecting subtle manipulation signs in video makes it a strong choice.
3. TrueMedia.org
TrueMedia.org is a deepfake detection tool designed to analyze videos, images, and audio from major social media platforms, identifying manipulated media with over 90% accuracy across various content types.
Key Features
- Real-Time Analysis: Users can upload content from platforms like TikTok, YouTube, and others for immediate manipulation detection.
- Platform Coverage: Supports analysis from eight major platforms, including TikTok, YouTube, Instagram, and Facebook.
- Multiple Detectors: Utilizes multiple detection algorithms from both industry and academic sources, ensuring more reliable results.
- Visual Reports: Provides visual cues that highlight which video sections are manipulated, making findings clear and accessible.
My Take
TrueMedia.org’s user-friendly interface stands out, and I find its visual reporting feature valuable for clearly identifying manipulated video sections. It’s particularly effective for analyzing political content, where it often catches subtle manipulations that could easily be missed.
4. DuckDuckGoose
DuckDuckGoose is an AI-powered detection tool for manipulated videos and deepfakes, specializing in face analysis and pattern recognition. The software extracts visible faces from videos and applies AI algorithms trained on thousands of authentic and fake samples, achieving a 93% accuracy rate.
Key Features
- Real-Time Analysis: Processes videos in one second, allowing for quick content verification.
- Visual Explanation: Provides an Activation Map that highlights suspicious sections of the video.
- Multiple Detection Types: Detects various manipulation types, including face swaps and lip-sync deepfakes.
- API Integration: Easily integrates into existing workflows and video conferencing systems.
My Take
DuckDuckGoose stands out for its accuracy in detecting subtle inconsistencies in face-swapped videos. The Activation Map feature is particularly helpful, as it clarifies why a video was flagged, which is useful for explaining results to others.
5. DeepBrain Deepfrake Detector
DeepBrain AI's deepfake detector is a comprehensive system that analyzes videos, images, and audio to identify AI-generated manipulations. The tool processes content in 5–10 minutes and provides a "real" or "fake" classification, along with a detailed analysis of manipulation patterns.
Key Features
- Detection Speed: Analyzes content and provides results within 5–10 minutes.
- Multi-Element Analysis: Examines head angles, lip movements, and facial muscle changes to verify authenticity.
- Voice Verification: Analyzes frequency, time, and noise elements to detect audio manipulation.
My Take
The tool's strength lies in its thorough analysis of both visual and audio elements, making it particularly reliable for detecting sophisticated deepfakes. While the 5–10 minute processing time might seem long, the detailed analysis and high accuracy make it worth the wait.
6. DeepFakeDetector.ai
DeepFakeDetector.ai is a tool designed to identify AI-generated videos and manipulated audio through advanced AI analysis. Users upload media files to receive a probability score indicating the likelihood of authenticity versus artificial creation.
Key Features
- Real-Time Analysis: Scans videos instantly as they play, eliminating manual uploads or processing delays.
- Noise Handling: Offers AI-driven noise removal, filtering out background interference for more precise detection.
- Multi-Platform Detection: Detects deepfakes generated by various AI platforms, without limitations to specific voice cloning tools.
- High Accuracy Rate: Achieves high detection rates, especially effective with manipulated videos and synthetic voices.
My Take
DeepFakeDetector.ai’s intuitive interface and dependable accuracy make it a strong choice among detection tools. The real-time scanning feature is especially helpful for quick, on-the-spot checks, and the tool’s performance in handling noise adds to its reliability.
7. WeVerify Deepfake Detector
WeVerify is a deepfake detection tool developed as part of the EU's Horizon 2020 research program. The tool breaks videos into individual shots, analyzing each frame to calculate the probability of facial manipulation.
Key Features
- Frame Analysis: Examines every video frame for signs of AI manipulation, detecting subtle changes.
- Shot Segmentation: Breaks down videos into individual shots, allowing for more precise detection.
- Probability Score: Provides a numerical score indicating the likelihood of deepfake manipulation.
- Multiple Formats: Supports both video and still image analysis for versatile media verification.
My Take
WeVerify's frame-by-frame analysis offers a thorough approach, making it effective at catching subtle manipulations that other tools may miss. The probability scoring is clear and accessible, making it suitable for both beginners and experienced fact-checkers.
8. Sentinel
Sentinel is a cloud-based deepfake detection platform tailored for government agencies and large organizations to identify AI-manipulated videos. Users can upload digital media via a website or API, where the system automatically analyzes the content for AI-driven alterations.
Key Features
- Real-Time Analysis: Instantly detects deepfakes with clear visualizations showing where and how the video was manipulated.
- Multi-Layer Defense: Utilizes an ensemble of neural networks and one of the largest verified deepfake databases for heightened accuracy.
- Blood Flow Detection: Analyzes minute pixel changes in facial blood flow patterns to detect synthetic content.
- Comprehensive Reports: Provides detailed visualizations of manipulated areas, making results easy to interpret.
My Take
Sentinel excels at detecting subtle inconsistencies, particularly in facial movements and blood flow patterns, making it very challenging for deepfakes to go undetected. The detailed visual reports are useful for explaining findings, though the interface could be more accessible for non-technical users.
Frequently Asked Questions
What are deepfakes?
Deepfakes are AI-generated videos that convincingly mimic real people. They can be used for harmless fun or for more nefarious purposes, such as spreading disinformation or deception.
How accurate are these deepfake detection tools?
While these tools employ advanced AI algorithms to detect deepfakes, their accuracy can vary depending on the complexity and quality of the media item. They should be used as part of a broader strategy to combat deepfakes.
Can these tools analyze both videos and photos?
Yes, all three tools listed in this article can analyze both videos and photos for signs of deepfake manipulation.
Conclusion
The rise of deepfakes represents a significant challenge in the digital age, but tools like Deepware and Sensity are leading the way in combating this threat.
By staying informed and utilizing these tools, we can all play a part in ensuring the authenticity of online content.