Building Trust in a Synthetic World with Intel® AI | SIGGRAPH 2021 | Intel Software

submitted by ilkedemir on 09/03/21 1

This talk introduces responsible AI techniques to help customers, partners, government, and news outlets distinguish between real and fake content with an umbrella of deep fake detection and generation algorithms. We look closely at the renowned “FakeCatcher” software, outlining fake detectors based on other biological priors, not only for detecting fakes but also for tracing their source generative adversarial network (GAN). Moreover, we introduce the world’s first real-time, deep-fake detection platform. The “FakeCatcher” software’s core foundation is built on a platform accelerated by Intel® AI, Intel® Advanced Vector Extensions (Intel® AVX), Intel® Deep Learning Boost (Intel® DL Boost) and optimized by the Intel® Distribution of OpenVINO™ toolkit and AI models (powered by one API) for inference, image processing, and streaming. The platform can run multiple detection streams concurrently with 30 fps, achieving up to 2.2x performance boost over other platforms. Finally, we present our multisource, deep-fake generation approach: A responsible deep-fake generator that blends face regions from multiple source images (instead of impersonating a target victim) in addition to our 3D deep fakes as a positive use case. Learn more: cs.binghamton.edu/~ncilsal2/DeepFakesDataset/ About Intel Software: The Intel® Developer Zone encourages and supports software developers that are developing applications for Intel hardware and software products. The Intel Software YouTube channel is a place to learn tips and tricks, get the latest news, watch product demos from both Intel, and our many partners across multiple fields. You'll find videos covering the topics listed below, and to learn more, you can follow the links provided! Connect with Intel Software: INTEL SOFTWARE WEBSITE: intel.ly/2KeP1hD INTEL SOFTWARE on FACEBOOK: bit.ly/2z8MPFF INTEL SOFTWARE on TWITTER: bit.ly/2zahGSn INTEL SOFTWARE GITHUB: bit.ly/2zaih6z INTEL DEVELOPER ZONE LINKEDIN: bit.ly/2z979qs INTEL DEVELOPER ZONE INSTAGRAM: bit.ly/2z9Xsby INTEL GAME DEV TWITCH: bit.ly/2BkNshu #intelsoftware #siggraph Building Trust in a Synthetic World with Intel® AI | SIGGRAPH 2021 | Intel Software

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