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1
Intro
2
What is a CTF?
3
Cluster 1 Blackbox Model Attack
4
Cluster 2
5
Cluster 3 Cluster Decryption
6
MNIST
7
CIFAR
8
Granny 1 Adversarial Image Attack
9
Granny 2 Adversarial with JPEG Compression
10
Granny 3 Single Pixel Attack
11
Pixelated OCR Attack
12
Spanglish Translation Model Attack
13
Pirate Flag LLM Prompt Injection
14
Semantle LLM Assisted Attack
15
Semantle2 LLM Assisted Attack
16
Pickle Python Pickle Exploit
17
Inversion Black Box Image Classifier Attack
18
Hush Speech to Text Attack
19
Passphrase Sentiment Model Attack
Description:
Dive into a comprehensive video stream showcasing solutions for the AI Village DEFCon31 CTF competition on Kaggle. Explore various AI hacking techniques, including blackbox model attacks, cluster decryption, adversarial image attacks, OCR attacks, translation model attacks, LLM prompt injections, and more. Follow along as the presenter, who placed in the top 1% of the hackathon, breaks down each challenge and demonstrates effective strategies for tackling AI security problems. Gain insights into cutting-edge AI hacking methods and learn how to approach complex cybersecurity challenges in the realm of artificial intelligence.

AI CTF Solutions - DEFCon31 Hackathon and Kaggle Competition

Rob Mulla
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