Yizhen Wang
Yizhen Wang
Visa Research
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Analyzing the robustness of nearest neighbors to adversarial examples
Y Wang, S Jha, K Chaudhuri
International Conference on Machine Learning, 5133-5142, 2018
Pufferfish privacy mechanisms for correlated data
S Song, Y Wang, K Chaudhuri
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
Data poisoning attacks against online learning
Y Wang, K Chaudhuri
arXiv preprint arXiv:1808.08994, 2018
Robustness for non-parametric classification: A generic attack and defense
YY Yang, C Rashtchian, Y Wang, K Chaudhuri
International Conference on Artificial Intelligence and Statistics, 941-951, 2020
Adversarial example detection using latent neighborhood graph
A Abusnaina, Y Wu, S Arora, Y Wang, F Wang, H Yang, D Mohaisen
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
An Investigation of Data Poisoning Defenses for Online Learning
Y Wang, S Jha, K Chaudhuri
arXiv preprint arXiv:1905.12121, 2019
Robust Learning against Relational Adversaries
Y Wang, M Alhanahnah, X Meng, K Wang, M Christodorescu, S Jha
Advances in Neural Information Processing Systems 2022, 2022
Privacy-Preserving Financial Anomaly Detection via Federated Learning & Multi-Party Computation
S Arora, A Beams, P Chatzigiannis, S Meiser, K Patel, S Raghuraman, ...
arXiv preprint arXiv:2310.04546, 2023
Burning the Adversarial Bridges: Robust Windows Malware Detection Against Binary-level Mutations
A Abusnaina, Y Wang, S Arora, K Wang, M Christodorescu, D Mohaisen
arXiv preprint arXiv:2310.03285, 2023
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