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Model Transferring Attacks to Backdoor HyperNetwork in Personalized Federated Learning


Jan 19, 2022
Phung Lai , NhatHai Phan , Abdallah Khreishah , Issa Khalil , Xintao Wu


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Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions


Oct 26, 2021
Izzat Alsmadi , Kashif Ahmad , Mahmoud Nazzal , Firoj Alam , Ala Al-Fuqaha , Abdallah Khreishah , Abdulelah Algosaibi

* 21 pages, 6 figures, 10 tables 

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Smart Traffic Monitoring System using Computer Vision and Edge Computing


Sep 07, 2021
Guanxiong Liu , Hang Shi , Abbas Kiani , Abdallah Khreishah , Jo Young Lee , Nirwan Ansari , Chengjun Liu , Mustafa Yousef


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A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples


Sep 03, 2021
Guanxiong Liu , Issa Khalil , Abdallah Khreishah , NhatHai Phan


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ManiGen: A Manifold Aided Black-box Generator of Adversarial Examples


Jul 11, 2020
Guanxiong Liu , Issa Khalil , Abdallah Khreishah , Abdulelah Algosaibi , Adel Aldalbahi , Mohammed Alaneem , Abdulaziz Alhumam , Mohammed Anan


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Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples


Feb 27, 2020
Guanxiong Liu , Issa Khalil , Abdallah Khreishah


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Using Intuition from Empirical Properties to Simplify Adversarial Training Defense


Jun 27, 2019
Guanxiong Liu , Issa Khalil , Abdallah Khreishah


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ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for Neural Networks


Apr 17, 2019
Guanxiong Liu , Issa Khalil , Abdallah Khreishah


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GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier


Mar 06, 2019
Guanxiong Liu , Issa Khalil , Abdallah Khreishah


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