A Large-Scale Benchmark and Risk Assessment of Traffic Analysis Attacks on Cloud LLM Services
Authors: Shahrooz Pouryousef,
Jesus Lopez,
Saeefa Rubaiyat Nowmi,
Md Mahmuduzzaman Kamol,
Moinul Hossain,
Muoi Tran, and
Mohammad Saidur Rahman
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@misc{pouryousef2026largescalebenchmarkrisk,
title={A Large-Scale Benchmark and Risk Assessment of Traffic Analysis Attacks on Cloud LLM Services},
author={Shahrooz Pouryousef and Jesus Lopez and Saeefa Rubaiyat Nowmi and Md Mahmuduzzaman Kamol and Moinul Hossain and Muoi Tran and Mohammad Saidur Rahman},
year={2026},
eprint={2609.31877},
archivePrefix={arXiv},
primaryClass={cs.CR},
url={https://arxiv.org/abs/2609.31877}
}

