Discover how to build a highly efficient deepfake detector on a budget in this 49-minute conference talk from Devoxx Poland 2022. Learn from Mathis Hammel as he shares his innovative approach to creating a cost-effective solution for identifying manipulated media. Explore the techniques, tools, and strategies used to develop this cutting-edge technology, and gain insights into the challenges and opportunities in the field of deepfake detection. Understand the implications of this advancement for cybersecurity, media authenticity, and the future of digital content verification.