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Kaiqi Xiong

Exploring Feature Importance and Explainability Towards Enhanced ML-Based DoS Detection in AI Systems

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Nov 04, 2024
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Nonlinear Transformations Against Unlearnable Datasets

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Jun 05, 2024
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Redefining DDoS Attack Detection Using A Dual-Space Prototypical Network-Based Approach

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Jun 04, 2024
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Advancing DDoS Attack Detection: A Synergistic Approach Using Deep Residual Neural Networks and Synthetic Oversampling

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Jan 06, 2024
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Blockchain-Based Security Architecture for Unmanned Aerial Vehicles in B5G/6G Services and Beyond: A Comprehensive Approach

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Dec 12, 2023
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A Decentralized Cooperative Navigation Approach for Visual Homing Networks

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Oct 02, 2023
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Improving Machine Learning Robustness via Adversarial Training

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Sep 22, 2023
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ML Attack Models: Adversarial Attacks and Data Poisoning Attacks

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Dec 06, 2021
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Active Learning Under Malicious Mislabeling and Poisoning Attacks

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Jan 01, 2021
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An Adversarial Attack Defending System for Securing In-Vehicle Networks

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Aug 29, 2020
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