Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective

Shahbaz Rezaei, Zubair Shafiq, Xin Liu

Deep ensemble learning has been shown to improve accuracy by training multiple neural networks and averaging their outputs. Ensemble learning has also been suggested to defend agai…