robust-lang-models

Code for the final project for the graduate class Privacy and Ethics in Data Management Systems (CMSC828E)

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
Adversarial Training with PrivacyQA (Robust Model).ipynb		Adversarial Training with PrivacyQA (Robust Model).ipynb
Adversarial Training with PrivacyQA (Robust Model, V3, 300 EPOCHS)).ipynb		Adversarial Training with PrivacyQA (Robust Model, V3, 300 EPOCHS)).ipynb
Attacking distilBERT Trained on OPP-115.ipynb		Attacking distilBERT Trained on OPP-115.ipynb
Fine-tuning DistilBert on Custom Datasets (EXAMPLE).ipynb		Fine-tuning DistilBert on Custom Datasets (EXAMPLE).ipynb
Fine-tuning DistilBert on PrivacyQA (Non-robust Model) V3 (300 EPOCHS).ipynb		Fine-tuning DistilBert on PrivacyQA (Non-robust Model) V3 (300 EPOCHS).ipynb
Fine-tuning DistilBert on PrivacyQA (Non-robust Model).ipynb		Fine-tuning DistilBert on PrivacyQA (Non-robust Model).ipynb
LICENSE		LICENSE
MLM.ipynb		MLM.ipynb
README.md		README.md
Robustifying distilBERT Trained on OPP-115.ipynb		Robustifying distilBERT Trained on OPP-115.ipynb
Text Classification (EXAMPLE).ipynb		Text Classification (EXAMPLE).ipynb

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