Overview
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Explore the deep fake threat and strategies to combat it in this 43-minute conference talk from BSides Tampa 2020. Delve into Alyssa Miller's personal story and expertise as she examines the evolution of deep fake technology, from consumer-grade options to sophisticated attack vectors. Learn about detection techniques, including eye blinking analysis and video warping identification, as well as emerging countermeasures like adversarial perturbation. Discover the implications of deep fakes on our perception of reality, the challenges of debunking disinformation, and potential applications beyond malicious use. Gain valuable insights into the future of deep fake technology and the importance of developing effective defenses to protect against this growing threat.
Syllabus
Introduction
Meet Alyssa Miller
Alyssas story
Deep fakes
What can we do
Jordan Peele
Consumer grade options
How do you define real
Voices
The next step
Outsider training
Smart attackers
Attack vectors
Detection
Eye blinking
Video warping
Modeling behaviors
Certification
Adversarial perturbation
Disinformation
Debunking disinformation
Countermeasures
Applications
Deep Fake
Conclusion