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Defending Model Inversion and Membership Inference Attacks via Prediction Purification

May 08, 2020
Ziqi Yang, Bin Shao, Bohan Xuan, Ee-Chien Chang, Fan Zhang

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Statistical Outlier Identification in Multi-robot Visual SLAM using Expectation Maximization

Feb 07, 2020
Arman Karimian, Ziqi Yang, Roberto Tron

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Effectiveness of Distillation Attack and Countermeasure on Neural Network Watermarking

Jun 14, 2019
Ziqi Yang, Hung Dang, Ee-Chien Chang

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Adversarial Neural Network Inversion via Auxiliary Knowledge Alignment

Feb 22, 2019
Ziqi Yang, Ee-Chien Chang, Zhenkai Liang

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