Skip to content

Author

Xiao-Yu Xia

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Preprint Oct 2026

Answer-Only Disclosure: Private-Context LLM Assistance over Web APIs with a Leakage Ledger

ADLER is presented, a decoding protocol for streaming LLM APIs in which every message to the cloud depends only on the public view and the answer the user sees, regardless of how the client combines the two models or how the cloud behaves.

Liang Yuan, Xiao-Hu Du, Rui-Kun Luo et al. · 0 citations
#machine learning Preprint Oct 2026

TRACE: Data-Free Text Reconstruction Attacks against Approximate Unlearning in LLMs

As large language models (LLMs) face growing demands for data removal driven by regulatory compliance, copyright concerns, and privacy protection, approximate unlearning has emerged as a practical alternative to expensive full retraining. In practice, pre- and post-unlearning model snapshots are often maintained for au...

Meng-Ying Zhang, De-Rui Wang, Ibrahim Khalil et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.