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QEBA: Query-Efficient Boundary-Based Blackbox Attack

May 28, 2020
Huichen Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li

* Accepted by CVPR 2020 

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Provable Robust Learning Based on Transformation-Specific Smoothing

Mar 20, 2020
Linyi Li, Maurice Weber, Xiaojun Xu, Luka Rimanic, Tao Xie, Ce Zhang, Bo Li

* Corrected typos in Appendix 

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RAB: Provable Robustness Against Backdoor Attacks

Mar 19, 2020
Maurice Weber, Xiaojun Xu, Bojan Karlas, Ce Zhang, Bo Li


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Detecting AI Trojans Using Meta Neural Analysis

Oct 09, 2019
Xiaojun Xu, Qi Wang, Huichen Li, Nikita Borisov, Carl A. Gunter, Bo Li


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Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection

Jul 27, 2018
Xiaojun Xu, Chang Liu, Qian Feng, Heng Yin, Le Song, Dawn Song

* ACM CCS 17 

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Fooling Vision and Language Models Despite Localization and Attention Mechanism

Apr 06, 2018
Xiaojun Xu, Xinyun Chen, Chang Liu, Anna Rohrbach, Trevor Darrell, Dawn Song

* CVPR 2018 

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A Neural Stochastic Volatility Model

Nov 30, 2017
Rui Luo, Weinan Zhang, Xiaojun Xu, Jun Wang


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SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning

Nov 13, 2017
Xiaojun Xu, Chang Liu, Dawn Song

* Submitting to ICLR 2018 

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