How I Built the World’s Most Efficient Deepfake Detector with $100

Discover how to build a highly efficient deepfake detector with limited resources in this 39-minute Devoxx conference talk. Explore the world of ThisPersonDoesNotExist.com, an ultra-realistic face generator, and learn techniques to identify fake profile pictures with 100% reliability. Delve into the technical challenges of implementing attacks using TensorFlow models and customized ElasticSearch on limited hardware. Gain insights into basic machine learning concepts, Generative Adversarial Networks (GANs), and methods to generate nearly undetectable fake faces. Follow along as the speaker, Mathis Hammel, a tech evangelist and cybersecurity specialist, shares his expertise in programming competitions and Capture The Flag challenges. Covering topics from neural networks to database setup and image analysis, this beginner-friendly presentation offers valuable knowledge for combating disinformation and manipulation in the digital age.