Cryptography and Security · Computer Science
On Protecting the Data Privacy of Large Language Models (LLMs): A Survey
Biwei Yan, Kun Li, Minghui Xu, Yueyan Dong +3
2024-03-15
Computation and Language · Computer Science
Large Language Models: A New Approach for Privacy Policy Analysis at Scale
David Rodriguez, Ian Yang, Jose M. Del Alamo, Norman Sadeh
2025-12-22
Cryptography and Security · Computer Science
SoK: The Privacy Paradox of Large Language Models: Advancements, Privacy Risks, and Mitigation
Yashothara Shanmugarasa, Ming Ding, M. A. P Chamikara, Thierry Rakotoarivelo
2025-06-23
Software Engineering · Computer Science
From Legal Text to Tech Specs: Generative AI's Interpretation of Consent in Privacy Law
Aniket Kesari, Travis Breaux, Tom Norton, Sarah Santos +1
2025-07-08
Computation and Language · Computer Science
How Privacy-Savvy Are Large Language Models? A Case Study on Compliance and Privacy Technical Review
Yang Liu, Xichou Zhu, Zhou Shen, Yi Liu +12
2025-02-17
Cryptography and Security · Computer Science
A Survey on Privacy Risks and Protection in Large Language Models
Kang Chen, Xiuze Zhou, Yuanguo Lin, Shibo Feng +2
2025-05-06
Human-Computer Interaction · Computer Science
"You don't need a university degree to comprehend data protection this way": LLM-Powered Interactive Privacy Policy Assessment
Vincent Freiberger, Arthur Fleig, Erik Buchmann
2025-03-06
Cryptography and Security · Computer Science
Privacy-Preserving Large Language Models: Mechanisms, Applications, and Future Directions
Guoshenghui Zhao, Eric Song
2024-12-10
Computation and Language · Computer Science
User Perceptions vs. Proxy LLM Judges: Privacy and Helpfulness in LLM Responses to Privacy-Sensitive Scenarios
Xiaoyuan Wu, Roshni Kaushik, Wenkai Li, Lujo Bauer +1
2026-01-16
Cryptography and Security · Computer Science
A Longitudinal Measurement of Privacy Policy Evolution for Large Language Models
Zhen Tao, Shidong Pan, Zhenchang Xing, Emily Black +2
2025-12-01
Cryptography and Security · Computer Science
Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions
Michele Miranda, Elena Sofia Ruzzetti, Andrea Santilli, Fabio Massimo Zanzotto +2
2025-02-11
Computation and Language · Computer Science
Using LLMs for Automated Privacy Policy Analysis: Prompt Engineering, Fine-Tuning and Explainability
Yuxin Chen, Peng Tang, Weidong Qiu, Shujun Li
2025-03-24
Human-Computer Interaction · Computer Science
Privacy Meets Explainability: Managing Confidential Data and Transparency Policies in LLM-Empowered Science
Yashothara Shanmugarasa, Shidong Pan, Ming Ding, Dehai Zhao +1
2025-04-15
Cryptography and Security · Computer Science
LLM-PBE: Assessing Data Privacy in Large Language Models
Qinbin Li, Junyuan Hong, Chulin Xie, Jeffrey Tan +9
2024-09-09
Artificial Intelligence · Computer Science
An LLM-enabled semantic-centric framework to consume privacy policies
Rui Zhao, Vladyslav Melnychuk, Jun Zhao, Jesse Wright +1
2025-09-03
Cryptography and Security · Computer Science
Beyond Data Privacy: New Privacy Risks for Large Language Models
Yuntao Du, Zitao Li, Ninghui Li, Bolin Ding
2026-01-27
Human-Computer Interaction · Computer Science
CLEAR: Towards Contextual LLM-Empowered Privacy Policy Analysis and Risk Generation for Large Language Model Applications
Chaoran Chen, Daodao Zhou, Yanfang Ye, Toby Jia-jun Li +1
2025-01-27
Cryptography and Security · Computer Science
Augmenting Anonymized Data with AI: Exploring the Feasibility and Limitations of Large Language Models in Data Enrichment
Stefano Cirillo, Domenico Desiato, Giuseppe Polese, Monica Maria Lucia Sebillo +1
2025-04-08
Computation and Language · Computer Science
PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance
Haoran Li, Wenbin Hu, Huihao Jing, Yulin Chen +5
2025-05-26
Artificial Intelligence · Computer Science
Entailment-Driven Privacy Policy Classification with LLMs
Bhanuka Silva, Dishanika Denipitiyage, Suranga Seneviratne, Anirban Mahanti +1
2024-09-26