Uploaded November 2023 | Updated September 2026, 33 minutes ago

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Hacking AI! I placed in the top 1% in the latest hackathon for AI. Solutions to the Kaggle competition with the AI Village DEFCon31 CTF competition.

Competition: kaggle.com/competitions/ai-village-capture-the-flag-defcon31

Timeline:
00:00 Intro
02:30 What is a CTF?
10:07 Cluster 1 (Blackbox Model Attack)
37:10 Cluster 2
40:29 Cluster 3 (Cluster Decryption)
57:38 MNIST
1:08:28 CIFAR
1:15:23 Granny 1 (Adversarial Image Attack)
1:27:50 Granny 2 (Adversarial with JPEG Compression)
1:36:17 Granny 3 (Single Pixel Attack)
1:39:00 Pixelated (OCR Attack)
1:51:00 Spanglish (Translation Model Attack)
1:57:08 Pirate Flag (LLM Prompt Injection)
2:04:00 Semantle (LLM Assisted Attack)
2:09:00 Semantle2 (LLM Assisted Attack)
2:14:22 Pickle (Python Pickle Exploit)
2:22:07 Inversion (Black Box Image Classifier Attack)
2:28:35 Hush (Speech to Text Attack)
2:36:33 Passphrase (Sentiment Model Attack)


Links to my stuff:
* Youtube: youtube.com/@robmulla?sub_confirmation=1
* Discord: discord.gg/HZszek7DQc
* Twitch: twitch.tv/RobCodesLIVE
* Twitter: twitter.com/Rob_Mulla
* Kaggle: kaggle.com/robikscube