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Abstraction and Refinement: Towards Scalable and Exact Verification of Neural Networks


Jul 02, 2022
Jiaxiang Liu, Yunhan Xing, Xiaomu Shi, Fu Song, Zhiwu Xu, Zhong Ming


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Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition


Jun 07, 2022
Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, Feng Wang, Jiashui Wang


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AS2T: Arbitrary Source-To-Target Adversarial Attack on Speaker Recognition Systems


Jun 07, 2022
Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, Yang Liu


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CoProtector: Protect Open-Source Code against Unauthorized Training Usage with Data Poisoning


Oct 25, 2021
Zhensu Sun, Xiaoning Du, Fu Song, Mingze Ni, Li Li

* 8 pages 

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SEC4SR: A Security Analysis Platform for Speaker Recognition


Sep 04, 2021
Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, Yang Liu


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Attack as Defense: Characterizing Adversarial Examples using Robustness


Mar 13, 2021
Zhe Zhao, Guangke Chen, Jingyi Wang, Yiwei Yang, Fu Song, Jun Sun


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BDD4BNN: A BDD-based Quantitative Analysis Framework for Binarized Neural Networks


Mar 12, 2021
Yedi Zhang, Zhe Zhao, Guangke Chen, Fu Song, Taolue Chen


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Accelerating Robustness Verification of Deep Neural Networks Guided by Target Labels


Jul 27, 2020
Wenjie Wan, Zhaodi Zhang, Yiwei Zhu, Min Zhang, Fu Song

* 20 pages, 3 figures 

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Advanced Evasion Attacks and Mitigations on Practical ML-Based Phishing Website Classifiers


Apr 15, 2020
Yusi Lei, Sen Chen, Lingling Fan, Fu Song, Yang Liu


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