Home » Authors » Mahendra Roopa, Srikanth Roopa

Mahendra Roopa, Srikanth Roopa

Public reference bibliography and cataloged PDF materials authored or published by Mahendra Roopa, Srikanth Roopa.

Found 1 document(s) Page 1 of 1

Privacy-preserving inference on hosted models: a learned input-embedding transform for frozen Qwen3.8-27B

Year: 2026 • Source: arxiv.org • Listed PDF

Every prompt sent to a hosted language model is readable by whoever runs it. We study whether the prompt can remain on the client while the host receives transformed vectors that stand in for it. A language model convert...