Hacking AI Systems: How to (Still) Trick Artificial Intelligence • Katharine Jarmul • GOTO 2025

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This presentation was recorded at GOTO Copenhagen 2025. #GOTOcon #GOTOcph
https://gotocph.com

Katharine Jarmul - Building Privacy-first Data & AI/ML Systems, Products & Platforms

RESOURCES
https://twitter.com/kjam
https://linkedin.com/in/katharinejarmul
https://github.com/kjam
https://kjamistan.com
https://probablyprivate.com

ABSTRACT
How easy is it to fool or trick today's AI systems?

In this talk, we'll wander through the field of adversarial AI/ML, looking at how attacks and AI systems have evolved over the past 10 years. You'll learn more about how deep learning works by investigating how, when and why it breaks and walk away with open security questions and some notebooks to keep learning and hacking! [...]

TIMECODES
00:00 Intro
02:14 Stepping into the shoes of an attacker
08:27 Potential weaknesses in a model
21:44 Exploiting models
32:10 How to protect systems (quick primer)
35:03 Outro

Download slides and read the full abstract here:
https://gotocph.com/2025/sessions/3653

RECOMMENDED BOOKS
Katharine Jarmul • Practical Data Privacy • https://amzn.to/3OafC3m
Katharine Jarmul & Jacqueline Kazil • Data Wrangling with Python • https://amzn.to/3Ue5BV5
Katharine Jarmul & Richard Lawson • Python Web Scraping • https://amzn.to/44H7XPl

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