No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML

Ziqi Zhang, Chen Gong, Yifeng Cai +5

On-device ML introduces new security challenges: DNN models become white-box accessible to device users. Based on white-box information, adversaries can conduct effective model ste…