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ORCIDBowei Xi
Publications
- 2023
[j9]Yan Zhou
, Murat Kantarcioglu, Bowei Xi:
Exploring the Effect of Randomness on Transferability of Adversarial Samples Against Deep Neural Networks. IEEE Trans. Dependable Secur. Comput. 20(1): 83-99 (2023)- [c13]Fan Wu, Bowei Xi:
Differentially Private Causal Inference Under Hierarchical Design. ICDM (Workshops) 2023: 1390-1399 - 2022
- [c12]Juan Shu, Bowei Xi, Charles A. Kamhoua:
Understanding Adversarial Examples Through Deep Neural Network's Classification Boundary and Uncertainty Regions. AISafety@IJCAI 2022 - [c11]Juan Shu, Bowei Xi, Yu Li, Fan Wu, Charles A. Kamhoua, Jianzhu Ma:
Understanding Dropout for Graph Neural Networks. WWW (Companion Volume) 2022: 1128-1138 - 2021
- [j8]Juan Shu, Yu Li, Sheng Wang, Bowei Xi, Jianzhu Ma:
Disease gene prediction with privileged information and heteroscedastic dropout. Bioinform. 37(Supplement): 410-417 (2021) - [i5]Juan Shu, Bowei Xi, Charles A. Kamhoua:
Understanding Adversarial Examples Through Deep Neural Network's Response Surface and Uncertainty Regions. CoRR abs/2107.00003 (2021) - 2019
- [j7]Yan Zhou, Murat Kantarcioglu, Bowei Xi:
A survey of game theoretic approach for adversarial machine learning. WIREs Data Mining Knowl. Discov. 9(3) (2019) - [c9]Yan Zhou, Murat Kantarcioglu, Bowei Xi:
Adversarial Active Learning in the Presence of Weak and Malicious Oracles. PAKDD (Workshops) 2019: 77-89 - 2018
- [j6]Jun Jiang, Bowei Xi, Murat Kantarcioglu:
Spatial counts under differential privacy mechanism on changing spatial scales. Comput. Secur. 77: 642-652 (2018) - [i2]Wutao Wei, Bowei Xi, Murat Kantarcioglu:
Adversarial Clustering: A Grid Based Clustering Algorithm Against Active Adversaries. CoRR abs/1804.04780 (2018) - [i1]Yan Zhou, Murat Kantarcioglu, Bowei Xi:
Breaking Transferability of Adversarial Samples with Randomness. CoRR abs/1805.04613 (2018) - 2017
- [c7]Xiaosu Tong, Bowei Xi, Murat Kantarcioglu, Ali Inan:
Gaussian Mixture Models for Classification and Hypothesis Tests Under Differential Privacy. DBSec 2017: 123-141 - 2016
- [c6]Murat Kantarcioglu, Bowei Xi:
Adversarial Data Mining: Big Data Meets Cyber Security. CCS 2016: 1866-1867 - 2012
- [c4]Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham, Bowei Xi:
Adversarial support vector machine learning. KDD 2012: 1059-1067 - 2011
- [j3]Murat Kantarcioglu, Bowei Xi, Chris Clifton:
Classifier evaluation and attribute selection against active adversaries. Data Min. Knowl. Discov. 22(1-2): 291-335 (2011) - [c3]Bowei Xi, Murat Kantarcioglu, Ali Inan:
Mixture of gaussian models and bayes error under differential privacy. CODASPY 2011: 179-190
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