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cs.CL2026
How Does Differential Privacy Affect Social Bias in LLMs? A Systematic Evaluation
Eduardo Tenorio, Karuna Bhaila, Xintao Wu
Large language models (LLMs) trained on web-scale corpora can memorize sensitive training data, posing significant privacy risks. Differential privacy (DP) has emerged as a princip…
cs.CL2024
Soft Prompting for Unlearning in Large Language Models
Karuna Bhaila, Minh-Hao Van, Xintao Wu
The widespread popularity of Large Language Models (LLMs), partly due to their unique ability to perform in-context learning, has also brought to light the importance of ethical an…