Analyzing leakage of personally identifiable information in language models

N Lukas, A Salem, R Sim, S Tople… - … IEEE Symposium on …, 2023 - ieeexplore.ieee.org
Language Models (LMs) have been shown to leak information about training data through
sentence-level membership inference and reconstruction attacks. Understanding the risk of …

The security of using large language models: A survey with emphasis on ChatGPT

W Zhou, X Zhu, QL Han, L Li, X Chen… - IEEE/CAA Journal of …, 2024 - ieeexplore.ieee.org
ChatGPT is a powerful artificial intelligence (AI) language model that has demonstrated
significant improvements in various natural language processing (NLP) tasks. However, like …

Privacy dilemmas and opportunities in large language models: a brief review

H Li, J Ye, J Wu - Frontiers of Computer Science, 2025 - Springer
The growing number of cases indicates that large language model (LLM) brings
transformative advancements while raising privacy concerns. Despite promising recent …

Enhancing the Diversity of Smart Reply Suggestions: A Novel Approach Combining Text Classification and Post-Processing Techniques for Real Conversations in …

MA Haidar, S Bahar… - Mathematical Modelling of …, 2024 - search.ebscohost.com
Abstract Smart Reply is a Natural Language Processing application that offers suggestions
for replies, enabling users to respond to messages quickly without having to type them out …