2 papers
cs.CL2025
A Study of Privacy-preserving Language Modeling Approaches
Pritilata Saha, Abhirup Sinha
Recent developments in language modeling have increased their use in various applications and domains. Language models, often trained on sensitive data, can memorize and disclose t…
cs.CL2025
Current State in Privacy-Preserving Text Preprocessing for Domain-Agnostic NLP
Abhirup Sinha, Pritilata Saha, Tithi Saha
Privacy is a fundamental human right. Data privacy is protected by different regulations, such as GDPR. However, modern large language models require a huge amount of data to learn…