Reinforcement Learning for Autonomous Defence in Software-Defined Networking

Authors: Yi Han, Benjamin I. P. Rubinstein, Tamas Abraham, Tansu Alpcan, Olivier De Vel, Sarah Erfani, David Hubczenko, Christopher Leckie, Paul Montague | Published: 2018-08-17
2018.08.17 2025.04.03
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Mitigation of Adversarial Attacks through Embedded Feature Selection

Authors: Ziyi Bao, Luis Muñoz-González, Emil C. Lupu | Published: 2018-08-16
2018.08.16 2025.04.03
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Distributionally Adversarial Attack

Authors: Tianhang Zheng, Changyou Chen, Kui Ren | Published: 2018-08-16 | Updated: 2018-12-06
2018.08.16 2025.04.03
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Anomaly Detection in Cyber Network Data Using a Cyber Language Approach

Authors: Bartley D. Richardson, Benjamin J. Radford, Shawn E. Davis, Keegan Hines, David Pekarek | Published: 2018-08-15
2018.08.15 2025.04.03
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Mitigating Sybils in Federated Learning Poisoning

Authors: Clement Fung, Chris J. M. Yoon, Ivan Beschastnikh | Published: 2018-08-14 | Updated: 2020-07-15
2018.08.14 2025.04.03
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Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures

Authors: Mengjia Yan, Christopher Fletcher, Josep Torrellas | Published: 2018-08-14
2018.08.14 2025.04.03
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Mitigating Location Privacy Attacks on Mobile Devices using Dynamic App Sandboxing

Authors: Sashank Narain, Guevara Noubir | Published: 2018-08-13
2018.08.13 2025.04.03
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Using Randomness to Improve Robustness of Machine-Learning Models Against Evasion Attacks

Authors: Fan Yang, Zhiyuan Chen | Published: 2018-08-10
2018.08.10 2025.04.03
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Android HIV: A Study of Repackaging Malware for Evading Machine-Learning Detection

Authors: Xiao Chen, Chaoran Li, Derui Wang, Sheng Wen, Jun Zhang, Surya Nepal, Yang Xiang, Kui Ren | Published: 2018-08-10 | Updated: 2021-11-16
2018.08.10 2025.04.03
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Peek-a-Boo: I see your smart home activities, even encrypted!

Authors: Abbas Acar, Hossein Fereidooni, Tigist Abera, Amit Kumar Sikder, Markus Miettinen, Hidayet Aksu, Mauro Conti, Ahmad-Reza Sadeghi, Selcuk Uluagac | Published: 2018-08-08 | Updated: 2020-05-13
2018.08.08 2025.04.03
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