AI CTF Solutions - DEFCon31 Hackathon and Kaggle Competition

AI CTF Solutions - DEFCon31 Hackathon and Kaggle Competition

Rob Mulla via YouTube Direct link

Pickle Python Pickle Exploit

16 of 19

16 of 19

Pickle Python Pickle Exploit

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Classroom Contents

AI CTF Solutions - DEFCon31 Hackathon and Kaggle Competition

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  1. 1 Intro
  2. 2 What is a CTF?
  3. 3 Cluster 1 Blackbox Model Attack
  4. 4 Cluster 2
  5. 5 Cluster 3 Cluster Decryption
  6. 6 MNIST
  7. 7 CIFAR
  8. 8 Granny 1 Adversarial Image Attack
  9. 9 Granny 2 Adversarial with JPEG Compression
  10. 10 Granny 3 Single Pixel Attack
  11. 11 Pixelated OCR Attack
  12. 12 Spanglish Translation Model Attack
  13. 13 Pirate Flag LLM Prompt Injection
  14. 14 Semantle LLM Assisted Attack
  15. 15 Semantle2 LLM Assisted Attack
  16. 16 Pickle Python Pickle Exploit
  17. 17 Inversion Black Box Image Classifier Attack
  18. 18 Hush Speech to Text Attack
  19. 19 Passphrase Sentiment Model Attack

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