activity
20212025
most citedGenerative Models for Security: Attacks, Defenses, and Opportunities

1 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.CR2025

Inference Attacks for X-Vector Speaker Anonymization

Luke Bauer, Wenxuan Bao, Malvika Jadhav +1

We revisit the privacy-utility tradeoff of x-vector speaker anonymization. Existing approaches quantify privacy through training complex speaker verification or identification mode…

cs.CR2025

Provably Secure Covert Messaging Using Image-based Diffusion Processes

Luke A. Bauer, Wenxuan Bao, Vincent Bindschaedler

We consider the problem of securely and robustly embedding covert messages into an image-based diffusion model's output. The sender and receiver want to exchange the maximum amount…