Adversarial Attacks and Deep Fakes in Dentistry

By January 30, 2020 Dental AI

The recent discovery of adversarial attacks has raised concerns about commercial deployment of AI in dentistry. Adversarial attacks contaminate medical and dental data with noise that is imperceptible to humans but cause dental AI models to fail. Humans and dental AI agents perceive the natural world and render decisions distinctly from each other. Attackers can take advantage of these distinctions to make subtle adjustments to data that are imperceptible to humans but completely destroy AI models. Retrace has extensive expertise in countering adversarial attacks in dentistry and many of our core team members are considered thought leaders in this space. Retrace leverages a comprehensive adversarial defense strategy and each automated decision passes through an extensive dental defense network that ensures authenticity.