Picture this –You wake up in the morning. You start getting ready for work. Meanwhile, you switch on the news to catch up on what happened since last night. You see news about a Ponzi scheme.
The channel shows the face of the con artist behind it. It’s you. Not exactly you, but a frighteningly accurate face of someone who looks like you.
Sounds totally absurd, right? Well, that’s what a deepfake is, an absurdly harmful tech. But it’s not undefeatable. As a counter, many deepfake detection tools were developed.
In this blog, we talk about what deepfake detection tools are and some best deepfake detection tools available in the market.
So let’s dig in!
What Are Deepfakes?
Deepfakes are images, videos, or audio recordings edited using an algorithm or software to replace the person in the original with someone else in a way that makes it look natural and genuine.
Deepfakes are used to target prominent public figures like businessmen, politicians, celebrities, influencers, etc.
What are Deefake Detection Tools?
Deepfake detection tools allow you to quickly recognize a piece of media if it’s fake or real with high accuracy.
Just like every venom has its anti-venom, deepfakes have deepfake detection tools. In the next part, we’ll talk about the seven best deepfake detection tools in the market.
Seven Best Deepfake Detection Tools
1. FakeCatcher
FakeCatcher by Intel is an online real-time deepfake detection tool that can detect fabricated videos and give results in milliseconds. And the accuracy is at a whopping 96%.
FakeCatcher examines real videos for cues, determining what makes us human. It looks for subtle “blood flow” in the pixels because our veins change color when our hearts pump blood.
These blood flow signals are collected from all over the face and translated into spatiotemporal maps using algorithms.
Then, using deep learning, it can determine whether a video is authentic or fraudulent in real-time.
Here are its main features:
- Developed in collaboration with the State University of New York at Binghamton so it’s highly credible
- Can detect fake videos with a 96% accuracy rate
- Results in milliseconds
- Uses subtle “blood flow” in the pixels of a video to detect deepfakes
2. WeVerify
WeVerify is a deepfake detection project aimed at creating intelligent human-in-the-loop content verification methods and tools.
The initiative aims to identify fake information by evaluating and contextualizing social media and web content within the larger online ecosystem.
Cross-modal content verification, social network analysis, micro-targeted debunking, and a blockchain-based public database of recognized fakes are used to accomplish this.
Here are its main features:
- Cross-modal disinformation detection and content verification tools
- Blockchain-based database of known fakes
- An open-source content verification browser plugin
- Citizen-oriented verification chatbot
3. Sensity
Sensity is an online deepfake detection tool that lets you do verification checks of important documents such as biometrics, social security, driver’s license, etc.
It stops frauds with a multilayer AI-Powered forensic suite which also gives you detailed reports about the type of forgery with its analytics dashboard.
Here are its main features:
- Face matching with a 99.2% accuracy
- Liveness check by preventing spoofing and camera injection
- Fake document detection with the help of its forgery detection
- Deepfake detection by detecting face swaps, face morphing, lip sync, etc.
4. Deepfake-o-meter
Deepfake-o-meter is an online deepfake detection tool that allows you to assess questionable video files and compare various algorithms and their effectiveness on a single input.
To detect deepfakes, you have to upload a video file through a URL link. Then you have to select the deepfake detection method. There are four you can select:
- Video-based
- Image-based
- Both video and image combined
- Audio-based
After this, you have to put in your email and then check the agreement box to move forward with the detection.
Here are its main features:
- Can run multiple detection algorithms
- Different methods of detection like through audio, video, and image
5. Reality Defender
Reality Defender, developed by AI Foundation, is one of the best deepfake detection tools out there. It was built for commercial usage like fraud prevention and as well as non-commercial usage like investigations, stopping disinformation spread.
Here are its main features:
- Billions of saved assets to cross-check and protect against threats
- Connect your own system with ours with an encrypted API.
- Can search for deepfakes on their web app
- Access real-time risk scoring, email alerts, and forensics review reports for all media types.
6. DeepDetector
DeepDetector by DuckDuckGoose is an online deepfake detection tool that lets you protect your organization against potential threats.
It also provides a clear explanation of how it detects digital manipulations, giving you the confidence to trust what you see online.
With its advanced algorithms, you can analyze images and video for signs of any fabrication and provide detailed explanations of any detected deepfakes. This allows you to take appropriate actions.
Here are its main features:
- A completely automated deepfake detection software using explainable output powered by AI.
- A free deepfake detection browser plug-in for journalists and open-source intelligence experts and general users
- Generative AI detection to detect and verify images and audio content
- Deepfake maker to test your system’s accuracy in detection.
7. Deepware
Deepware Scanner is an open-source forensic tool that has been researching deepfakes since 2018, developing methods to detect them.
It’s unique as it is deliberately tested on multiple data sources, including organic and live videos. The scanner is based on EfficientNet-B7 — a model of the convolution neural network architecture, which is based on uniform scaling of all CNN dimensions.
This model, in turn, provides higher accuracy and general cost-efficiency. Creators behind Deepware Scanner say that community support is crucial in tackling deepfakes.
And that’s why the project has remained open-source and welcomes all and any researchers.
Here are its main features:
- Tested on multiple data sources and live videos
- Based on a model of neural network architecture called EfficientNet B7
- Highly accurate and cost-efficient
Summarizing – 11 Best Deepfake Detection Tools in 2023
- FakeCatcher
- WeVerify
- Sensity
- Deepfake-o-meter
- Reality Defender
- DeepDetector
- Deepware
In addition to the above ones, here are four more tools you can look at:
Secure Yourself With These Best Deepfake Detection Tools
Alright folks, as we wrap up our exploration into the world of deepfake detection tools, one thing’s for sure: staying ahead of digital trickery is crucial in today’s tech-savvy world.
Luckily, we’ve uncovered some top-notch options that stand out as the best deepfake detection tools out there.
These bad boys are armed with impressive capabilities, giving them an edge in identifying and stopping deceptive content dead in its tracks.
So, as deepfake threats continue to loom, arming ourselves with these cutting-edge tools becomes an absolute must to safeguard our digital space and keep the fakes at bay.
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