- Course
Fawkes for Cloaking Against Facial Recognition
AI facial recognition systems are becoming increasingly common across social media, public surveillance, and commercial applications. This course teaches you how to use Fawkes to cloak images and defend against unauthorized facial recognition.
Intermediate
- Course
Fawkes for Cloaking Against Facial Recognition
AI facial recognition systems are becoming increasingly common across social media, public surveillance, and commercial applications. This course teaches you how to use Fawkes to cloak images and defend against unauthorized facial recognition.
Intermediate
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This course is included in the libraries shown below:
- Security
What you'll learn
Artificial intelligence has dramatically improved facial recognition accuracy, making it possible to identify individuals across enormous collections of photographs. While these capabilities offer legitimate uses, they also introduce significant privacy concerns when images are collected or analyzed without consent. In this course, Fawkes for Cloaking Against Facial Recognition, you'll learn how AI-powered facial recognition systems operate and why traditional privacy techniques are no longer sufficient. First, you'll explore how modern facial recognition models learn to identify individuals and the risks associated with large-scale surveillance. Next, you'll discover how Fawkes generates imperceptible perturbations that confuse AI models while preserving image quality for human viewers. Finally, you'll learn how to deploy Fawkes in practical scenarios, evaluate its effectiveness, and understand where it fits within a comprehensive privacy strategy. When you are finished with this course, you'll understand how defensive AI techniques can help protect personal identity from automated recognition systems.
Fawkes for Cloaking Against Facial Recognition
Intermediate
Table of contents
Owen is a security practitioner at heart, who also enjoys being able to teach others about cyber security best practices and techniques. He has recently found that doing online teaching has been one of the most fulfilling experiences in his working life. He loves being able to spread the good word of security to any and all that are willing to learn it!
