Zhongming Ma

BARBIE: Robust Backdoor Detection Based on Latent Separability

2025

Backdoor attacks are an essential risk to deep learning model sharing.Fundamentally, backdoored models are different from benign models considering latent separability, i.e., distinguishable differences in model latent representations.However, existing methods quantify latent separability by clustering …