2026
Unveiling the Attribute Misbinding Threat in Identity-Preserving Models
AAAI 2026technical
Identity-preserving models have led to notable progress in generating personalized content. Unfortunately, such models also exacerbate risks when misused, for instance, by generating threatening content targeting specific individuals. This paper introduces the Attribute Misbinding Attack, a novel me