5 Computer Vision News became accomplished at finding every deepfake. The team at Intel super-optimized it using OpenVINO, VNNI, AVX, and all the Intel AI accelerators to make it super realtime on Intel Xeon processors. Up to 72 concurrent FakeCatcher streams can be run on one machine. Responsible generative AI is another research area for the Trusted Media team. Can deepfakes be responsible and used for good? Can inherently ethical and responsible generative AI be built with design priors for the architecture rather than trying to patch it afterward? “If we start with a responsible generative model, then everything else will follow through because we aren’t leaving room for disinformation, misinformation, false data, or impersonation,” Ilke points out. “We’re trying to counter all the harmful aspects of generative AI by design, network architecture, loss choices, training data, and watermarking.” Trusted Media’s other research domain is media provenance, which involves establishing the authorship of media content. It addresses the issue of false ownership claims by providing crucial information about the origin, creator, creation process, purpose, and consent behind the media. The goal is to embed this information directly into the content, like a fingerprint. Even if a generative model is used to create the person in the video, it is acceptable if it is the consented and genuine version. Various information-theoretic methods, such as authentication and watermarking, can embed provenance Ilke Demir “Our Real-time Deepfake Detection Platform is the flagship product supporting our corporate responsibility towards the world!”
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