Nami Ashizawa

Do Backdoors Assist Membership Inference Attacks?

2023 · arXiv (Cornell University)

When an adversary provides poison samples to a machine learning model, privacy leakage, such as membership inference attacks that infer whether a sample was included in the training of the model, becomes effective by moving …