Isolation and Induction: Training Robust Deep Neural Networks against Model Stealing Attacks

Jun Guo, Aishan Liu, Xingyu Zheng +4

Despite the broad application of Machine Learning models as a Service (MLaaS), they are vulnerable to model stealing attacks. These attacks can replicate the model functionality by…