DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks

Authors: Claude Rosin Ngueveu, Antoine Boutet, Carole Frindel, Sébastien Gambs, Théo Jourdan, Claude Rosin | Published: 2020-03-23 | Updated: 2020-10-08
2020.03.23 2025.04.03
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FTT-NAS: Discovering Fault-Tolerant Convolutional Neural Architecture

Authors: Xuefei Ning, Guangjun Ge, Wenshuo Li, Zhenhua Zhu, Yin Zheng, Xiaoming Chen, Zhen Gao, Yu Wang, Huazhong Yang | Published: 2020-03-20 | Updated: 2021-04-12
2020.03.20 2025.04.03
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One Neuron to Fool Them All

Authors: Anshuman Suri, David Evans | Published: 2020-03-20 | Updated: 2020-06-09
2020.03.20 2025.04.03
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Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations

Authors: Huan Zhang, Hongge Chen, Chaowei Xiao, Bo Li, Mingyan Liu, Duane Boning, Cho-Jui Hsieh | Published: 2020-03-19 | Updated: 2021-07-14
2020.03.19 2025.04.03
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RAB: Provable Robustness Against Backdoor Attacks

Authors: Maurice Weber, Xiaojun Xu, Bojan Karlaš, Ce Zhang, Bo Li | Published: 2020-03-19 | Updated: 2023-08-03
2020.03.19 2025.04.03
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Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication

Authors: Abhishek Jana, Bipin Paudel, Md Kamruzzaman Sarker, Monireh Ebrahimi, Pascal Hitzler, George T Amariucai | Published: 2020-03-18 | Updated: 2023-12-19
2020.03.18 2025.04.03
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Deep Quaternion Features for Privacy Protection

Authors: Hao Zhang, Yiting Chen, Liyao Xiang, Haotian Ma, Jie Shi, Quanshi Zhang | Published: 2020-03-18 | Updated: 2020-06-21
2020.03.18 2025.04.03
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Adversarial Transferability in Wearable Sensor Systems

Authors: Ramesh Kumar Sah, Hassan Ghasemzadeh | Published: 2020-03-17 | Updated: 2021-07-15
2020.03.17 2025.04.03
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Privacy-preserving Weighted Federated Learning within Oracle-Aided MPC Framework

Authors: Huafei Zhu, Zengxiang Li, Mervyn Cheah, Rick Siow Mong Goh | Published: 2020-03-17 | Updated: 2020-04-08
2020.03.17 2025.04.03
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Stop-and-Go: Exploring Backdoor Attacks on Deep Reinforcement Learning-based Traffic Congestion Control Systems

Authors: Yue Wang, Esha Sarkar, Wenqing Li, Michail Maniatakos, Saif Eddin Jabari | Published: 2020-03-17 | Updated: 2021-08-26
2020.03.17 2025.04.03
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