Poster Sat, Sep 12, 2026 • 1:30 AM – 3:30 AM PDT ExHall # 423

One Trap to Block Them All: Defending Encoder Stealing via Isotropic Uniformity

YITONG SHI ⋅ Kang Wei ⋅ Fushuo Huo ⋅ Shuchi Wu ⋅ Chuan Ma

Keywords: Federated, Continual & Efficient Learning; Model Security