Course

Deepfake

This course helps you understand the implications of the deepfake technology, setup an environment for performing deepfakes and then create a deepfake video.
26 minutes 4 videos

Course description

This course begins by introducing you to deepfake technology and its implications for cybercrime, as well as politics. You will then be guided in using the FaceSwap framework to create your own deepfake videos. Next, a tutorial is given for setting up an environment for performing deepfakes using a GPU. Finally, you will be given an assignment to create a deepfake video to solidify the lessons of this course.

Syllabus

Assignment: Deepfake

File

Deepfake Crime

File

Assignment: Deepfake video

Video

Setting Up Your Deepfake Rig

Video - 00:07:00

Deepfake Dry Run

Video - 00:15:00

What is Deepfake

Video - 00:04:00

Meet the author

Dr. Tsukerman graduated from Stanford University and UC Berkeley. In 2017, his machine-learning-based anti-ransomware product won Top 10 Ransomware Products by PC Magazine. In 2018, he designed a machine-learning-based malware detection system for Palo Alto Network's WildFire service (over 30,000 customers).

In 2019, Dr. Tsukerman authored the Machine Learning for Cybersecurity Cookbook and launched the Infosec Skills Cybersecurity Data Science Learning Path.

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