Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform

Authors: Bo Liu, Chaowei Tan, Jiazhou Wang, Tao Zeng, Huasong Shan, Houpu Yao, Heng Huang, Peng Dai, Liefeng Bo, Yanqing Chen | Published: 2021-07-08 | Updated: 2021-07-30
2021.07.08 2025.04.03
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Malware Classification Using Deep Boosted Learning

Authors: Muhammad Asam, Saddam Hussain Khan, Tauseef Jamal, Umme Zahoora, Asifullah Khan | Published: 2021-07-08
2021.07.08 2025.04.03
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Analytically Tractable Hidden-States Inference in Bayesian Neural Networks

Authors: Luong-Ha Nguyen, James-A. Goulet | Published: 2021-07-08
2021.07.08 2025.04.03
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Understanding Intrinsic Robustness Using Label Uncertainty

Authors: Xiao Zhang, David Evans | Published: 2021-07-07 | Updated: 2022-03-17
2021.07.07 2025.04.03
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Principles for Evaluation of AI/ML Model Performance and Robustness

Authors: Olivia Brown, Andrew Curtis, Justin Goodwin | Published: 2021-07-06
2021.07.06 2025.04.03
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A Low-Cost Machine Learning Based Network Intrusion Detection System with Data Privacy Preservation

Authors: Jyoti Fakirah, Lauhim Mahfuz Zishan, Roshni Mooruth, Michael N. Johnstone, Wencheng Yang | Published: 2021-07-06
2021.07.06 2025.04.03
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Understanding the Security of Deepfake Detection

Authors: Xiaoyu Cao, Neil Zhenqiang Gong | Published: 2021-07-05 | Updated: 2021-10-06
2021.07.05 2025.04.03
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Machine Learning for Fraud Detection in E-Commerce: A Research Agenda

Authors: Niek Tax, Kees Jan de Vries, Mathijs de Jong, Nikoleta Dosoula, Bram van den Akker, Jon Smith, Olivier Thuong, Lucas Bernardi | Published: 2021-07-05
2021.07.05 2025.04.03
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When and How to Fool Explainable Models (and Humans) with Adversarial Examples

Authors: Jon Vadillo, Roberto Santana, Jose A. Lozano | Published: 2021-07-05 | Updated: 2023-07-07
2021.07.05 2025.04.03
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Android Malware Category and Family Detection and Identification using Machine Learning

Authors: Ahmed Hashem El Fiky, Ayman El Shenawy, Mohamed Ashraf Madkour | Published: 2021-07-05
2021.07.05 2025.04.03
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