Search Results for author: Bohan Xuan

Found 2 papers, 1 papers with code

Active Fuzzing for Testing and Securing Cyber-Physical Systems

1 code implementation28 May 2020 Yuqi Chen, Bohan Xuan, Christopher M. Poskitt, Jun Sun, Fan Zhang

Cyber-physical systems (CPSs) in critical infrastructure face a pervasive threat from attackers, motivating research into a variety of countermeasures for securing them.

Active Learning

Defending Model Inversion and Membership Inference Attacks via Prediction Purification

no code implementations8 May 2020 Ziqi Yang, Bin Shao, Bohan Xuan, Ee-Chien Chang, Fan Zhang

Neural networks are susceptible to data inference attacks such as the model inversion attack and the membership inference attack, where the attacker could infer the reconstruction and the membership of a data sample from the confidence scores predicted by the target classifier.

Inference Attack Membership Inference Attack

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