Za 100 dolarów zbudowałem najefektywniejszy na świecie wykrywacz deepfake'ów • Mathis Hammel • Devoxx Polska 2022

ThisPersonDoesNotExist.com is an ultra-realistic face generator based on neural networks, frequently utilized by botnets to make realistic fake profiles on the internet.
At a time erstwhile disinformation and manipulation of opinion spread through social networks, it is essential to be equipped to place fake identities, especially via their profile pictures which are the hardest elements to fake. During this talk, you will discover a method to detect images generated via ThisPersonDoesNotExist.com, with 100% reliability and even a way to know the exact time the photograph was produced.
The conference will focus on a method challenge faced during the implementation of 1 of the attacks, which involves TensorFlow models leveraging features of a customized ElasticSearch instance, on very limited hardware.
During this beginner-friendly conference, we'll besides cover the basic device learning concepts needed to make GANs work, and a method to make almost undetectable fake faces yourself.

Lecture took place on Friday, 24th June 2022 at 14:40 in area 4B

Mathis Hammel is simply a tech evangelist at CodinGame, a website specialized in mini-games to learn programming. He is simply a specialist and method advisor in cybersecurity, device learning, and algorithms.
Mathis is passionate about method challenges specified as programming competitions and Capture The Flag, and holds respective titles from national and global championships.

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