Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods

Authors: Yuanyuan Wei, Julian Jang-Jaccard, Amardeep Singh, Fariza Sabrina, Seyit Camtepe | Published: 2023-06-27
2023.06.27 2025.04.03
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Optimal Differentially Private Model Training with Public Data

Authors: Andrew Lowy, Zeman Li, Tianjian Huang, Meisam Razaviyayn | Published: 2023-06-26 | Updated: 2024-09-09
2023.06.26 2025.04.03
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Towards Sybil Resilience in Decentralized Learning

Authors: Thomas Werthenbach, Johan Pouwelse | Published: 2023-06-26
2023.06.26 2025.04.03
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Are aligned neural networks adversarially aligned?

Authors: Nicholas Carlini, Milad Nasr, Christopher A. Choquette-Choo, Matthew Jagielski, Irena Gao, Anas Awadalla, Pang Wei Koh, Daphne Ippolito, Katherine Lee, Florian Tramer, Ludwig Schmidt | Published: 2023-06-26 | Updated: 2024-05-06
2023.06.26 2025.04.03
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Private Federated Learning in Gboard

Authors: Yuanbo Zhang, Daniel Ramage, Zheng Xu, Yanxiang Zhang, Shumin Zhai, Peter Kairouz | Published: 2023-06-26
2023.06.26 2025.04.03
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On the Resilience of Machine Learning-Based IDS for Automotive Networks

Authors: Ivo Zenden, Han Wang, Alfonso Iacovazzi, Arash Vahidi, Rolf Blom, Shahid Raza | Published: 2023-06-26
2023.06.26 2025.04.03
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Ensemble of Random and Isolation Forests for Graph-Based Intrusion Detection in Containers

Authors: Alfonso Iacovazzi, Shahid Raza | Published: 2023-06-26
2023.06.26 2025.04.03
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PWSHAP: A Path-Wise Explanation Model for Targeted Variables

Authors: Lucile Ter-Minassian, Oscar Clivio, Karla Diaz-Ordaz, Robin J. Evans, Chris Holmes | Published: 2023-06-26
2023.06.26 2025.04.03
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ChatIDS: Explainable Cybersecurity Using Generative AI

Authors: Victor Jüttner, Martin Grimmer, Erik Buchmann | Published: 2023-06-26
2023.06.26 2025.04.03
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Revolutionizing Cyber Threat Detection with Large Language Models: A privacy-preserving BERT-based Lightweight Model for IoT/IIoT Devices

Authors: Mohamed Amine Ferrag, Mthandazo Ndhlovu, Norbert Tihanyi, Lucas C. Cordeiro, Merouane Debbah, Thierry Lestable, Narinderjit Singh Thandi | Published: 2023-06-25 | Updated: 2024-02-08
2023.06.25 2025.04.03
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