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Jailbreaking Deep Models: Adversarial Attacks on ResNet-34

This repository contains the Google Colab notebook used for evaluating and attacking ResNet-34 with FGSM, Targeted PGD, and Patch-based methods, and testing transferability on DenseNet-121.

πŸ“„ Report

The full project report is included in the repository.

πŸ“’ Notebook

πŸ‘‰ Colab Notebook (jailbreaking_attacks.ipynb)

πŸ“Š Attacks Implemented

  • FGSM (Task 2)
  • Targeted PGD (Task 3)
  • Patch PGD (Task 4)
  • Transferability to DenseNet-121 (Task 5)

About

Codebase for adversarial attacks on ResNet-34, including FGSM, PGD, patch-based, and transferability evaluation.

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