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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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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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Time-Window Group-Correlation Support vs. Individual Features: A Detection of Abnormal Users


Dec 27, 2020
Lun-Pin Yuan, Euijin Choo, Ting Yu, Issa Khalil, Sencun Zhu


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Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems


Nov 22, 2020
Mustafa Abdallah, Daniel Woods, Parinaz Naghizadeh, Issa Khalil, Timothy Cason, Shreyas Sundaram, Saurabh Bagchi

* Accepted to appear at the 16th ACM Asia Conference on Computer and Communications Security (ASIACCS), 2021. arXiv admin note: text overlap with arXiv:2004.01958 

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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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