- Abstract is present as
CS776_Project_Abstract_grp1.pdf - Final Report is present as
CS776_Project_Report_grp1.pdf - Presentations are present in
presentations/directory. - Colab notebooks are present in offline form in
noteboooks/directory. You may upload them oncolabto run, or simply install all the dependencies to run locally. - Trained weights are present in
weights/directory. - The attacks and trainers have been implemented and are present in
src/directory. - Sample tests showing how to import and run code from
src/are present intest/directory. - To install the dependencies present in
requirements.txt, run the following code
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt
- Projected Gradient Descent : https://arxiv.org/abs/1706.06083
- Fast Gradient : https://arxiv.org/abs/1412.6572
- Poisoning Backdoor Attack : https://arxiv.org/abs/1708.06733
- Clean Label Backdoor Attack : https://people.csail.mit.edu/madry/lab/cleanlabel.pdf
- Adversarial Trainer: https://arxiv.org/abs/1705.07204
-
Name : Four of a Kind
-
Members :
| Name | Roll No. |
|---|---|
| Antreev Singh Brar | 190163 |
| Anubhav Kalyani | 190164 |
| Gurbaaz Singh Nandra | 190349 |
| Pramodh V Gopalan | 190933 |
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