Changelog Master Feed

This week we bend reality to expose the deceptions of deepfake videos. We talk about what they are, why they are so dangerous, and what you can do to detect and resist their insidious influence. In a political environment rife with distrust, disinformation, and conspiracy theories, deepfakes are being weaponized and proliferated as the latest form of state-sponsored information warfare. Join us for an episode scarier than your favorite horror movie, because this AI bogeyman is real!

Leave us a comment

Changelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!

Sponsors:

• DigitalOcean – Check out DigitalOcean’s dedicated vCPU Droplets with dedicated vCPU threads. Get started for free with a $50 credit. Learn more at do.co/changelog.
• DataEngPodcast – A podcast about data engineering and modern data infrastructure.
• Brain Science – For the curious! Brain Science is our new podcast exploring the inner-workings of the human brain to understand behavior change, habit formation, mental health, and being human. It’s Brain Science applied — not just how does the brain work, but how do we apply what we know about the brain to transform our lives.
• Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com.

Featuring:

• Chris Benson – Twitter, GitHub, LinkedIn, Website
• Daniel Whitenack – Twitter, GitHub, Website

Show Notes:

• The Dark Knight’s Tale (DeepFake)
• Official PyTorch Implementation of StarGAN - CVPR 2018
• Few-Shot Adversarial Learning of Realistic Neural Talking Head Models (YouTube)
• Few-Shot Adversarial Learning of Realistic Neural Talking Head Models (PDF)
• MelNet: A Generative Model for Audio in the Frequency Domain
• Text-based Editing of Talking-head Video
• Better Language Models and Their Implications (GPT-2)
• Fake-porn videos are being weaponized to harass and humiliate women: ‘Everybody is a potential target’
• The National Security Challenges of Artificial Intelligence, Manipulated Media, and
  “Deepfakes” – 13 June 2019
• Student with access to TPU credits reproduced GPT2-1.5B and plan to release model
• Papers With Code: fake+detection
• In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking
• A Retrospective Analysis of the Fake News Challenge Stance Detection Task
• Deepfake debunking tool may protect presidential candidates. For now. Sometimes
• The Era of Fake Videos is Here
• S.3805 - Malicious Deep Fake Prohibition Act of 2018
• Practical AI episode #47 - GANs, RL, and transfer learning oh my!
• Synthetic Realities: Deep Learning for Detecting AudioVisual Fakes
• Machine Learning for fake news detection: theory and practice

Something missing or broken? PRs welcome!