2 papers
cs.CL2025
Token-Level Privacy in Large Language Models
Re'em Harel, Niv Gilboa, Yuval Pinter
The use of language models as remote services requires transmitting private information to external providers, raising significant privacy concerns. This process not only risks exp…
cs.CL2024
Protecting Privacy in Classifiers by Token Manipulation
Re'em Harel, Yair Elboher, Yuval Pinter
Using language models as a remote service entails sending private information to an untrusted provider. In addition, potential eavesdroppers can intercept the messages, thereby exp…