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Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification Perspective


Jun 24, 2022
Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Zhe Hou, Yan Xiao, Yun Lin, Jin Song Dong


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Paoding: Supervised Robustness-preserving Data-free Neural Network Pruning


Apr 02, 2022
Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Jin Song Dong


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Confined Gradient Descent: Privacy-preserving Optimization for Federated Learning


Apr 27, 2021
Yanjun Zhang, Guangdong Bai, Xue Li, Surya Nepal, Ryan K L Ko


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TwiInsight: Discovering Topics and Sentiments from Social Media Datasets


May 23, 2017
Zhengkui Wang, Guangdong Bai, Soumyadeb Chowdhury, Quanqing Xu, Zhi Lin Seow


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