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How Intel created the world's first real-time deepfake detection platform with FakeCatcher technology
Detecting AI-generated deepfakes with 96% accuracy and more
Industry-leading Intel® Xeon® Scalable processors, backed by decades of Intel innovation for seamless security, now use FakeCatcher technology to defend against deepfakes. See how Intel Xeon can help your business go to the next level with built-in accelerators to drive your own projects.
Intel Senior Staff Research Scientist Ilke Demir explains the concept of deepfakes and how Intel's solution recognizes manipulated videos. Intel’s deepfake detection platform, using FakeCatcher1 technology, identifies deepfakes with high levels of accuracy in real-time, a first for the industry. In addition, eye/gaze-based deepfake detection2 and source GAN detection3 are also developed by her team to aid in the battle against deepfakes. While the purpose of these solutions is to catch harmful fakes, deepfake technology can also be used for good. Dr. Demir shares how responsible deepfakes can be created by their multi-source synthesis approach4 combining regions from multiple faces into a non-existing face, or how it can be used to protect the identities of individuals under sensitive situations by quantifiably dissimilar deepfakes5.
The system is built on the 3rd generation Intel® Xeon® Scalable server, which enables up to 72 concurrent detection streams thanks to Intel AI optimizations, such as OpenVINO™ AI models, Intel® Deep Learning Boost, and Intel® AVX-512, accelerating the artificial intelligence and media processing capabilities in the system. What’s more, it’s the first real-time deepfake detection platform!
Learn more about our deepfake detection solution.