The membership inference attack makes it possible to extract participation information of the training dataset, which poses severe privacy threats to users.

The membership inference attack makes it possible to extract participation information of the training dataset, which poses severe privacy threats to users.

Abstract—The membership inference attack makes it possible to extract participation information of the training dataset, which.

Membership Inference Attacks (MIAs) infer whether a data point is in the training data of a machine learning model. It is a threat while being in the training ...

Membership Inference Attacks against MemGuard : IEEE CNS 20 Poster. In 8th IEEE Conference on Communications and Network Security, CNS 2020, Avignon, France ...

Platoon Handover Authentication in 5G-V2X : IEEE CNS 20 Poster. 1-2. view ... Membership Inference Attacks against MemGuard : IEEE CNS 20 Poster. 1-2. view.

Jun 29, 2020 · All times listed are in Central European Summer Time ... 19:20 - 20:00 – Poster Session 1 (Room A) ... Membership Inference Attacks against MemGuard ...

MEMBERSHIP INFERENCE ATTACKS AGAINST MEMGUARD : IEEE CNS 20 POSTER .................. 597. Ben Niu, Yahong Chen, Likun Zhang, Fenghua Li. Author Index.

Sep 23, 2019 · This work proposes MemGuard, the first defense with formal utility-loss guarantees against black-box membership inference attacks and is the ...