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An Ensemble Approach Towards Adversarial Robustness


Jun 10, 2021
Haifeng Qian


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Oriole: Thwarting Privacy against Trustworthy Deep Learning Models


Feb 23, 2021
Liuqiao Chen, Hu Wang, Benjamin Zi Hao Zhao, Minhui Xue, Haifeng Qian


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Logical Neural Networks


Jun 23, 2020
Ryan Riegel, Alexander Gray, Francois Luus, Naweed Khan, Ndivhuwo Makondo, Ismail Yunus Akhalwaya, Haifeng Qian, Ronald Fagin, Francisco Barahona, Udit Sharma, Shajith Ikbal, Hima Karanam, Sumit Neelam, Ankita Likhyani, Santosh Srivastava

* 10 pages (incl. references), 38 pages supplementary, 7 figures, 9 tables, 6 algorithms. In submission to NeurIPS 2020 

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With Great Dispersion Comes Greater Resilience: Efficient Poisoning Attacks and Defenses for Online Regression Models


Jun 23, 2020
Jialin Wen, Benjamin Zi Hao Zhao, Minhui Xue, Haifeng Qian


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Neural Belief Reasoner


Sep 10, 2019
Haifeng Qian


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L2-Nonexpansive Neural Networks


Jul 03, 2018
Haifeng Qian, Mark N. Wegman


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